관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 9편비중 9%연구 분야에 명시- 2026Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding ACL
- 2026Same Trajectory, Contradictory Rewards (RoboRMBench): Paraphrase Fragility in Vision Language Reward Models EMNLP
- 2026What MLLMs Learn about When they Learn about Multimodal Reasoning NeurIPS
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 10편비중 13%연구 분야에 명시- 2026A Causal Lens on Non-RGB Vision Sensor Understanding in Vision Language Models IEEE TIP
- 2026GenRecal: Generation after Recalibration from Large to Small Vision-Language Models ECCV
- 2026MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models CVPR
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 8편비중 15%- 2026Blind to Position, Biased in Language: Probing Mid-Layer Representational Bias in Vision-Language Encoders for Zero-Shot Language-Grounded Spatial Understanding ECCV
- 2026Interpretable Debiasing of Vision-Language Models for Social Fairness CVPR
- 2026What 'Not' to Detect: Negation-Aware VLMs via Structured Reasoning and Token Merging ICLR
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 9편비중 7%- 20263D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance IROS
- 2026ACG: Action Coherence Guidance for Flow-Based Vision-Language-Action Models ICRA
- 2026MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning CVPR
- KAIST컴퓨터 비전
오태현AMI Lab
관련 논문 8편비중 8%- 2026Aligning What Vision-Language Models See and Perceive with Adaptive Information Flow CVPR
- 2026CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space CVPR
- 2026CLIP-Actor-X: Text-driven 4D Human Avatar Generation via Cross-modal Synthesis-through-Optimization TPAMI
- KAIST컴퓨터 비전
김승룡CV Lab
관련 논문 7편비중 6%- 20264DP-QA: Scalable QA for 4D Perception in Vision Language Models CVPR
- 2026Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models ECCV
- 2026Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering NeurIPS
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 6편비중 8%연구 분야에 명시- 2026Context Blindness in DPO: Mitigating Object Hallucination in MLLMs via Context-Calibrated Preference Optimization ECCV
- 2026MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models CVPR
- 2026Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization AAAI
- KAIST머신러닝
신진우ALIN Lab
관련 논문 8편비중 6%- 2026Contrastive Representation Regularization for Vision-Language-Action Models ICML
- 2026Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model ICML
- 2026HAMLET: Switch Your Vision-Language-Action Model into a History-Aware Policy ICLR
- KAIST자연어처리·LLM
임경태MLP Lab
관련 논문 5편비중 13%연구 분야에 명시- 2026Beyond Black Boxes: Explainable Face Anti-Spoofing with Vision-Language Models Scientific Reports
- 2026Planning Before Reasoning: A Vision-Language Dataset for Structured Stepwise Reasoning in Document Understanding EMNLP Findings
- 2025VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING
- SNU머신러닝
윤성로AI Lab
관련 논문 7편비중 6%- 2026Contextualized Visual Personalization in Vision-Language Models ICML
- 2026Heads That Write, Not Just Point: Image Retrieval Heads in Vision-Language Models NeurIPS
- 2025Know “No” Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 7편비중 9%- 2026ReflectCAP: Detailed Image Captioning with Reflective Memory ECCV
- 2026Rethinking Post-Unlearning Behavior of Large Vision-Language Models ACL Findings
- 2025Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation EMNLP
- KAIST머신러닝
황성주MLAI Lab
관련 논문 5편비중 5%- 2026ES-Merging: Biological MLLM Merging via Embedding Space Signals NeurIPS
- 2026MultihopSpatial: Multi-hop Compositional Spatial Reasoning Benchmark for Vision-Language Model ECCV
- 2026Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs ICLR
- SNU머신러닝
김태섭LAAL Lab
관련 논문 5편비중 13%- 2026Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models ICLR
- 2026Two Birds, One Projection: Harmonizing Safety and Utility in LVLMs via Inference-time Feature Projection ECCV
- 2026Attention-space Contrastive Guidance for Efficient Hallucination Mitigation in LVLMs CVPR Findings
- Yonsei컴퓨터 비전
황성재MICV Lab
관련 논문 3편비중 7%연구 분야에 명시- 2026Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models ICML
- 2025Your Large Vision-Language Model Only Needs A Few Attention Heads for Visual Grounding CVPR
- 2025Interpreting Attention Heads for Image-to-Text Information Flow in Large Vision-Language Models NeurIPS
- Yonsei컴퓨터 비전
김선주CIPLab
관련 논문 5편비중 10%- 2026Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation ICLR
- 2026Streaming Atomic Action Segmentation in Egocentric Videos via Iterative LVLM-to-Streaming Distillation EMNLP
- 2025Open-ended Hierarchical Streaming Video Understanding with Vision Language Models ICCV
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 4편비중 5%- 2026AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions ICLR
- 2026Controllable Image Captioning with Prompt-Conditioned Scene Rewards EMNLP
- 2026Knowing What Not to Answer: Selective Non-Compliance in Vision-Language Models EMNLP
- KAIST머신러닝
양은호MLI Lab
관련 논문 5편비중 6%- 2026CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models NeurIPS
- 2026MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge ACL
- 2025Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens EMNLP
- KAIST머신러닝
윤세영OSI Lab
관련 논문 5편비중 3%- 2026Stage-wise Attention-Guided Region Sequencing for Adversarial Attacks on Large Vision-Language Models NeurIPS
- 2026Route Guided CBF-QP Repair for Safe Vision Language Action Models RSS
- 2025Bayesian Principles Improve Prompt Learning in Vision-Language Models AISTATS
- Yonsei머신러닝
조성배SCLAB
관련 논문 4편비중 6%- 2026Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models ACL
- 2026Spatial Reasoning in Large Vision-Language Models via Egocentric-to-Allocentric Transformation EMNLP Findings
- 2026Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering EACL
- KAIST컴퓨터 비전
김준모SIIT Lab
관련 논문 4편비중 5%- 2026MLLMCLIP: Feature-Level Distillation of MLLM for Robust Vision-Language Representations EMNLP
- 2026Beyond Semantics: Disentangling Information Scope in Sparse Autoencoders for CLIP CVPR Findings
- 2026IWP: Token Pruning as Implicit Weight Pruning in Large Vision Language Models EMNLP Findings
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 2편비중 5%연구 분야에 명시- 2026PopResume: Causal Fairness Evaluation of LLM/VLM Resume Screeners with Population-Representative Dataset EMNLP
- 2024MAFA: Managing False Negatives for Vision-Language Pre-training CVPR
- KAIST데이터 마이닝
이재길Data Mining Lab
관련 논문 4편비중 10%- 2026CURE: Cumulative Knowledge Reuse for Efficient Device-Server Hybrid Inference in Vision-Language Models ECCV
- 2026See and Fix the Flaws: Enabling VLMs and Diffusion Models to Comprehend Visual Artifacts via Agentic Data Synthesis CVPR
- 2025RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models ICLR
- KAIST머신러닝
문재균
관련 논문 3편비중 15%- 2026Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models ICLR
- 2026ProLoG: Hybrid Prompt and LoRA Based Adaptation of Vision-Language Models for OOD Generalization AAAI
- 2026Policy-Only Power Sampling for Vision-Language-Action Control ICML
- SNU컴퓨터 비전
곽노준MIPAL Lab
관련 논문 3편비중 3%연구 분야에 명시- 2024Team MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis NAACL
- 2024Unleash the Potential of CLIP for Video Highlight Detection CVPR
- 2023Unifying Vision-Language Representation Space with Single-tower Transformer AAAI
- SNU컴퓨터 비전
김건희Vision & Learning Lab
관련 논문 4편비중 7%- 2026MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering AAAI
- 2025Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL
- 2025HalLoc: Token-level Localization of Hallucinations for Vision Language Models CVPR
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 4편비중 7%- 2026Path-level Hindsight Instructions for Semantic Exploration in Vision-Language Navigation ECCV
- 2025Active Test-time Vision-Language Navigation NeurIPS
- 2025Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 4편비중 3%- 2026Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation NeurIPS
- 2026PanoGrounder: Bridging 2D and 3D with Panoramic Scene Representations for VLM-based 3D Visual Grounding ECCV
- 2025DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment CVPR
- Yonsei머신러닝
노승문AI-ISL
관련 논문 3편비중 8%- 2026Same Trajectory, Contradictory Rewards (RoboRMBench): Paraphrase Fragility in Vision Language Reward Models EMNLP
- 2026VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following NeurIPS
- 2026Memorization In Stable Diffusion Is Unexpectedly Driven by CLIP Embeddings CVPR Findings
- SNU컴퓨터 비전
최종현MPR Lab
관련 논문 3편비중 7%- 2026OASIS: Online Sample Selection for Continual Visual Instruction Tuning ACL
- 2026Risk-adaptive Activation Steering for Safe Multimodal Large Language Models ECCV
- 2026SCALE: Self-uncertainty Conditioned Adaptive Looking and Execution for Vision-Language-Action Models ICML
- KAIST머신러닝
오성준STAI Lab
관련 논문 3편비중 7%- 2026CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally ICLR
- 2026CRISP: Compositional Reasoning over Images via Stackable Programs for VLMs NeurIPS
- 2026CLIP Models Generalize Less Than Compositional Benchmarks Suggest ICML
- POSTECH머신러닝
이남훈Computational Optimization Lab
관련 논문 3편비중 12%- 2026Advancing Semiconductor Inspection: A New Dataset and Approach for Robust Anomaly Detection with Large Vision Language Models BMVC
- 2026On-Policy Adaptation Mitigates Hyperparameter-Sensitive Forgetting in Vision-Language Models ICML
- 2025ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models ICLR
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 3편비중 9%- 2026Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model NeurIPS
- 2026Medic-AD: Towards Medical Vision-Language Model's Clinical Intelligence CVPR
- 2025SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding ICML
- KU머신러닝
이병준Decision Making Lab
관련 논문 3편비중 9%- 2026FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment CVPR
- 2026uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI
- 2025Test-Time Adaptation for Online Vision-Language Navigation with Feedback-based Reinforcement Learning ICML
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 3편비중 7%- 2026Retrieval Heads Meet Vision: Uncovering How VLMs Locate and Extract Visual Information NeurIPS
- 2026Token Warping Helps MLLMs Look from Nearby Viewpoints CVPR
- 2025Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation ICCV
- SNU인간-AI 상호작용
서진욱Human-Computer Interaction Lab
관련 논문 3편비중 5%- 2026Disentangling Visual and Factual Correctness in LVLMs' Visualization Literacy IEEE TVCG
- 2026Seeing Graphs Like Humans: Benchmarking Computational Measures and MLLMs for Similarity Assessment Information Visualization
- 2025Can VLMs Assess Similarity Between Graph Visualizations? PacificVis Poster
- SNU컴퓨터 비전
전세영ICL
관련 논문 3편비중 4%- 2026HyFL-CLIP: Hyperbolic Fine-Tuning of CLIP for Robust Long-Context Understanding ECCV
- 2026Uncertainty-guided Compositional Alignment with Part-to-Whole Semantic Representativeness in Hyperbolic Vision-Language Models CVPR
- 2025On Epistemic Uncertainty of Visual Tokens for Object Hallucinations in Large Vision-Language Models NeurIPS
- KAISTAI for Science
예종철BISPL
관련 논문 4편비중 3%- 2026Read like a radiologist: Efficient vision-language model for 3d medical imaging interpretation Medical Image Analysis
- 2025Free2Guide: Training-Free Text-to-Video Alignment using Image LVLM ICCV
- 2024Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models IEEE JBHI
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 3편비중 3%- 2026Why and When Visual Token Pruning Fails? A Study on Relevant Visual Information Shift in MLLMs Decoding ECCV
- 2026Test-Time Training for Visual Foresight Vision-Language-Action Models ICML
- 2024Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models CIKM
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 3편비중 4%- 2026World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models CVPR
- 2025WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL
- 2025When Tom Eats Kimchi: Evaluating Cultural Bias of Multimodal Large Language Models in Cultural Mixture Contexts NAACL
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 3편비중 3%- 2026AdaBoosting Text Prompts for Vision-Language Models ECCV
- 2025Active Prompt Learning with Vision-Language Model Priors TMLR
- 2025GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder EMNLP Findings
- Yonsei머신러닝
이기복Machine Learning Lab
관련 논문 2편비중 11%- 2026Enhancing Continual Learning of Vision-Language Models via Dynamic Prefix Weighting CVPR
- 2026Improving Calibration in Test-Time Prompt Tuning for Vision-Language Models via Data-Free Flatness-Aware Prompt Pretraining CVPR
- Yonsei머신러닝
권태경AI Security Lab
관련 논문 2편비중 9%- 2026DAM: Dual-DPO Adversarial Multimodal Jailbreak Attacks on MLLMs via Contextual Camouflage ACSAC
- 2026TRACE: Traceable Retrieval-Augmented Criteria-based Evidence for Robust Vision-Language Model Safety Guardrails ACSAC
- KAIST컴퓨터 비전
홍승훈Vision and Learning Lab
관련 논문 2편비중 5%- 2026Multi-View Relational Distillation for Spatial Reasoning with Vision-Language Models NeurIPS
- 2026When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Models ECCV
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 2편비중 4%- 2026Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMs ACL
- 2026LookBack: Where and How to Score LVLM Responses via Visual Reference Usage EMNLP Findings
- Yonsei머신러닝
한동준Edge AI Lab
관련 논문 2편비중 5%- 2026Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models ICLR
- 2026ProLoG: Hybrid Prompt and LoRA Based Adaptation of Vision-Language Models for OOD Generalization AAAI
- SNUAI for Science
이동헌BiLab
관련 논문 2편비중 4%- 2026Reformulating Radiology Report Error Detection as Sentence-Level Vision-Language Learning EMNLP Findings
- 2026Generating the radiologist’s first pass: Can one vision-language model screen multi-site, multi-sequence MRI across the whole body? ECR
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 2편비중 4%- 2026A More Word-like Image Tokenization for MLLMs CVPR
- 2026EVIDENT: Routing MLLM Adaptation through Entity-Grounded Visual Evidence for Cross-Domain Video Temporal Grounding NeurIPS
- KUAI for Science
감태의Medical AI Lab
관련 논문 2편비중 3%- 2026Anatomy-Guided Abnormality Token Proposal for 3D CT Visual Question Answering IEEE SMC
- 2026Define-Align-Fuse: Dual-Stream EEG-Vision Alignment using Hierarchical CLIP Representation IEEE International Winter Conference on Brain-Computer Interface
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 2편비중 2%- 2026Multimodal Distribution Matching for Vision-Language Dataset Distillation CVPR
- 2026Rank-Aware Hyperbolic Alignment for Vision-Language Dataset Distillation ECCV
- KU머신러닝
이성환PRML Lab
관련 논문 2편비중 1%- 2026ClipTBP: Clip-Pair based Temporal Boundary Prediction with Boundary-Aware Learning for Moment Retrieval ICPR
- 2026Negative Prompt-Guided Optimization: Enhancing Soft Prompt Generalization in Vision-Language Models Neural Networks
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 3편비중 5%- 2025How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? ICLR
- 2025Dynamic VLM-Guided Negative Prompting for Diffusion Models NeurIPS
- 2024Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation ACL Findings
- KAIST머신러닝
김기응AIPR Lab
관련 논문 2편비중 7%- 2026PRISM-VLM: A Multi-Axis Discriminative Benchmark for Compact Vision-Language Models EMNLP Findings
- 2025Dynamic VLM-Guided Negative Prompting for Diffusion Models NeurIPS
- Yonsei데이터 마이닝
김하영MLCF Lab
관련 논문 2편비중 7%- 2026Can Multimodal Large Language Models Extract Investment Signals from Financial Charts? Evidence from Portfolio Backtests Finance Research Letters
- 2025Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation ICCV
- SNUAI for Science
김경수AIBL
관련 논문 2편비중 6%- 2026EraseLoRA: MLLM-Driven Foreground Exclusion and Background Subtype Aggregation for Dataset-Free Object Removal ECCV
- 2025OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment MICCAI
- POSTECH머신러닝
이재호EffL Lab
관련 논문 2편비중 5%- 2026Understanding the Effects of Distractors on Reasoning Vision-Language Models EMNLP
- 2025ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models ICLR
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 2편비중 4%- 2026Visual Interference in Speech Evaluation: Cultural Asymmetry and Cross-Modal Bias in MLLMs ACL Findings
- 2025Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL Findings
- SNU머신러닝
이원종DRL Lab
관련 논문 2편비중 8%- 2026Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL
- 2024An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM IEEE Access
- SNU데이터 마이닝
강필성DSBA Lab
관련 논문 2편비중 5%- 2026Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model Engineering Applications of Artificial Intelligence
- 2024Technical Report of NICE Challenge at CVPR 2024: Caption Re-ranking Evaluation Using Ensembled CLIP and Consensus Scores CVPR
- SNU컴퓨터 비전
박재식Visual & Geometric Intelligence Lab
관련 논문 2편비중 4%- 2026Why Far Looks Up: Probing Spatial Representation in Vision-Language Models ECCV
- 2024Extending CLIP's Image-Text Alignment to Referring Image Segmentation NAACL
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 2편비중 2%- 2026P3T: Prototypical Point-level Prompt Tuning with Enhanced Generalization for 3D Vision-Language Models ICRA
- 2024Towards Calibrated Robust Fine-Tuning of Vision-Language Models NeurIPS
- KAIST음성·오디오
정준선Multimodal AI Lab
관련 논문 2편비중 2%- 2026Hearing and Seeing Through CLIP: A Framework for Self-Supervised Sound Source Localization IJCV
- 2024Can CLIP Help Sound Source Localization? WACV
- KU컴퓨터 비전
김동현UTL Lab
관련 논문 2편비중 4%- 2025CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning ICCV
- 2025LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning ICCV
- SNU컴퓨터 비전
임종우RV Lab
관련 논문 1편비중 10%- 2026Panogrounder: Bridging 2d and 3d with panoramic scene representations for vlm-based 3d visual grounding ECCV
- KAIST컴퓨터 비전
김승욱GLOW Lab
관련 논문 1편비중 7%- 2026Compositional SVG Generation via VLM-Driven Hierarchical Semantic Parsing EMNLP
- KAIST로보틱스
박대형RIRO Lab
관련 논문 1편비중 7%- 2026C2F-SPACE: Coarse-to-Fine Space Grounding for Spatial Instructions using Vision-Language Models Intelligent Service Robotics
- SNU로보틱스
이영운Scalable Robot Learning Lab
관련 논문 1편비중 6%- 2026TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models ICLR
- SNUAI 시스템
이창건RUBIS Lab
관련 논문 1편비중 6%- 2026Stylus SFE: Automated Spatial Feature Extraction from Mixed-Script Handwriting via VLM with HPP Strip Decomposition IEEE SMC
- SNU로보틱스
박종우FCP Robotics Lab
관련 논문 1편비중 5%- 2026CompVLA: A Variable Compliance Vision-Language-Action Model for Contact-rich Manipulation CoRL
- Yonsei로보틱스
이용현RoPhi Lab
관련 논문 1편비중 5%- 2026AnyCamVLA: Zero-Shot Camera Adaptation for Viewpoint Robust Vision-Language-Action Models IROS
- SNU컴퓨터 비전
주한별VC Lab
관련 논문 1편비중 4%- 2026Text-Guided 6D Object Pose Rearrangement via Closed-Loop VLM Agents ECCV
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 1편비중 4%- 2026Exploring KV Cache Quantization in Multimodal Large Language Model Inference IEEE Computer Architecture Letters
- KAIST머신러닝
정혜원IIDS Lab
관련 논문 1편비중 4%- 2026InfCLIP: Unified Data Valuation for CLIP Pretraining via Influence-Inspired Scoring NeurIPS
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 1편비중 4%- 2026Bring My Cup! Personalizing Vision-Language-Action Models with Visual Attentive Prompting ICML
- SNUAI 시스템
김형신AIoT Lab
관련 논문 1편비중 3%- 2026Measurement Plasticity: Sensor-Level Adapation for Vision-Language Models ICML
- KU로보틱스
최성준Robot Intelligence Lab
관련 논문 1편비중 3%- 2026CLIP-Actor-X: Text-Driven 4D Human Avatar Generation via Cross-Modal Synthesis-Through-Optimization TPAMI
- Yonsei컴퓨터 비전
박은병V-Lab
관련 논문 1편비중 3%- 2026Group3D: MLLM-Driven Semantic Grouping for Open-Vocabulary 3D Object Detection ECCV
- SNU컴퓨터 비전
김영민3D Vision Lab
관련 논문 1편비중 2%- 2026AnyCamVLA: Zero-Shot Camera Adaptation for Viewpoint Robust Vision-Language-Action Models IROS
- SNUAI 시스템
김재준VLSI Lab
관련 논문 1편비중 2%- 2026MXP: A Posit-Inspired Microscaling Format for Vision-Language Tasks DAC
- SNU로보틱스
오성회Robot Learning Lab
관련 논문 1편비중 2%- 2026Learning Humanoid Loco-Manipulation with Responsibility-Induced Specialized Experts for Vision-Language-Action Models IROS
- SNU컴퓨터 비전
조남익ISPL
관련 논문 1편비중 2%- 2026Robust Vision-Language Alignment Using Multi-Modal Large Language Models for Open-Vocabulary Semantic Segmentation IEEE Access
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 1편비중 2%- 2026AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM WACV
- Yonsei컴퓨터 비전
이상훈Multi-dimensional Insight Lab
관련 논문 1편비중 2%- 2026VDRS-VQA: Viewport-Domain Residual Sampling for No-Reference 360∘ Video Quality Assessment IEEE SPL
- Yonsei컴퓨터 비전
전해곤Visual AI Lab
관련 논문 1편비중 2%- 2026Social Reasoning-Aware Trajectory Prediction via Multimodal Language Model TPAMI
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 1편비중 1%- 2026TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment CVPR
- KAISTAI 시스템
김주영CAST Lab
관련 논문 1편비중 1%- 2026Tri-Oracle: A 17.78 μJ/Token Vision-Language Model Accelerator with Token-Attention-Weight Redundancy Prediction ISSCC
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 1편비중 1%- 2026CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design AAAI
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 1편비중 1%- 2026Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs ACL
- KAIST머신러닝
이주호SIML Lab
관련 논문 1편비중 1%- 2026Bridging the missing-modality gap: improving text-only calibration of vision language models ICLR
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 1편비중 1%- 2026M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR
- SNUAI 시스템
유승주CMA Lab
관련 논문 1편비중 6%- 2025Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer EMNLP Findings
- KU음성·오디오
김찬우SLPL
관련 논문 1편비중 4%- 2025A Novel Chain-of-Thought Reasoning Approach for Alzheimer’s Disease Detection Using Large Language and Vision-Language Models IEEE TNSRE
- Yonsei머신러닝
손지용ITML Lab
관련 논문 1편비중 4%- 2025Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions NeurIPS
- SNUAI 시스템
이영기HCS Lab
관련 논문 1편비중 3%- 2025VLM in a flash: I/O-Efficient Sparsification of Vision-Language Model via Neuron Chunking NeurIPS
- SNU머신러닝
장병탁BI Lab
관련 논문 1편비중 1%- 2025CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision RSS
- SNU머신러닝2026 업데이트 중
강명주NCIA Lab
관련 논문 1편비중 3%- 2024FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model ACL
- SNU자연어처리·LLM
조요한
관련 논문 1편비중 2%- 2024Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model ECAI
- KAIST머신러닝
문일철AAI Lab
관련 논문 1편비중 3%- 2024Make Prompts Adaptable : Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior AAAI
- KAIST머신러닝
이기민
관련 논문 1편비중 2%- 2024By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP
- KAISTAI for Science
최윤재
관련 논문 1편비중 2%- 2024Vision-Language Generative Model for View-Specific Chest X-ray Generation CHIL