Key papers

• PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models (2026)
  Yueyi Sun et al.
  12.02
• LIST3R: Long-sequence Instance-aware 3D Reconstruction (2026)
  Jing Gao et al.
  5.89
• Personalized Object Identification and Localization via In-Context Inference with Vision-Language Models (2026)
  Kensuke Nakamura et al.
  5.49
• Imprint: Online Memory Compression for Long-Horizon Egocentric QA (2026)
  Kousik Das et al.
  5.49
• What Happens to Accuracy When Photo Lineups Contain Non-Mated Rank-One Images From Large Galleries? (2026)
  Genesis Argueta et al.
  5.49
• Just Keep Prompting: Evaluating Repetitive Socratic Prompting in VLMs (2026)
  Shayda Moezzi et al.
  5.01
• ReBind: Multi-Reference Video Editing via Structured Instructions with Explicit Reference Relationships (2026)
  Xinyu Liu et al.
  5.01
• Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding (2026)
  Xiao Lin et al.
  5.01
• Symbal: Detecting Systematic Misalignments in Model-Generated Captions (2026)
  Maya Varma et al.
  5.01
• Posterior Samplings are Missing Modalities Generators for Medical Image Translation (2026)
  Jonghun Kim
  5.01
• CGMap: A Geospatially Aware Deep Learning Framework for Crop Gap Mapping Using UAV (2026)
  Karan Sharma et al.
  5.01
• Ocular Verification for Virtual Reality (2026)
  Husanpreet Singh et al.
  5.01
• MAGE-Vein: Multi-Instance Age and Gender Estimation from Finger Vein Images (2026)
  Katsuki Tanaka et al.
  5.01
• AUCH-Net: Action Unit-Based Consistency-Aware Hypergraph Network for Cross-Domain Few-Shot Facial Expression Recognition (2026)
  Xinhan Qiu et al.
  5.01
• HyperImageNet: A Large-Scale High-Spatial Resolution Hyperspectral Imagery Classification Benchmark (2026)
  Chuguang Zeng et al.
  5.01
• Loss Landscape Topology Reveals Why Simple Baselines are Competitive at 3D Point Cloud Segmentation Under Class Imbalance (2026)
  Antonis Savva et al.
  5.01
• Quality-Aware Multimodal Fusion Reveals Implicit Identity in Valence-Arousal Features (2026)
  Jisu Kim et al.
  5.01
• CLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancement (2026)
  Kui Jiang et al.
  5.01
• Deep Convolutional Large-Margin $\ell_p$-SVDD for Visual Anomaly Detection (2026)
  Alireza Dastmalchi Saei et al.
  5.01
• Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing (2026)
  Siyuan Li et al.
  4.39
• Text-Driven 3D Indoor Scene Synthesis in Non-Manhattan Environments (2026)
  Xianhui Meng et al.
  4.39
• Tree-of-Thoughts Reasoning for Text-to-Image In-Context Learning (2026)
  Stepanida Alekseeva et al.
  4.39
• Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease Classification (2026)
  Kritanu Chattopadhyay et al.
  4.39
• Curvature-Guided Mixing for MLLM Adaptation (2026)
  Jinglong Yang et al.
  4.33
• Same Evidence, Different Answer: Auditing Order Sensitivity in Multimodal Large Language Models (2026)
  Akshay Paruchuri et al.
  4.33
• Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation (2026)
  Xin Zou et al.
  4.33
• MS-Resampler: Multi-Scope Visual Resampling for Efficient Multimodal LLMs (2026)
  Zhongyang Li et al.
  4.33
• Rough Path Signature-Guided Geometry Augmentation for Few-Shot Industrial Surface Defect Detection (2026)
  Jiaqi Kuang
  3.51
• The Professor: Multi-Teacher Unsupervised Prompt Distillation for Vision-Language Models (2026)
  Ahmad Algadhi et al.
  3.45
• Spectral Evolution-Guided Token Pruning in Multimodal Large Language Models (2026)
  Bin Chen et al.
  3.45
• EG-VQA: Benchmarking Verifiable Video Question Answering with Grounded Temporal Evidence (2026)
  Linpeng Huang et al.
  3.45
• Format-Controlled Multi-Scale JPEG Compression Response Analysis for Image-Level Forgery Screening (2026)
  Sujith K Mandala
  2.00
• DialogueVPR: Towards Conversational Visual Place Recognition (2026)
  Yukun Song et al.
  2.00
• Multi-LLM Collaborative MRI Report Generation for Visual Instruction Tuning in Brain Oncology (2026)
  Sinyoung Ra et al.
  2.00
• BEiTScore: Reference-free Image Captioning Evaluation with an Efficient Cross-Encoder Model (2026)
  Gon\c{c}alo Gomes et al.
  1.89
• Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory (2026)
  Quanjiang Li et al.
  1.89
• Language-Pretraining-Induced Bias: A Strong Foundation for General Vision Tasks (2026)
  Yaxin Luo et al.
  1.83
• Scaling Test-Time Robustness of Vision-Language Models via Self-Critical Inference Framework (2026)
  Kaihua Tang et al.
  1.78
• DetPO: In-Context Learning with Multi-Modal LLMs for Few-Shot Object Detection (2026)
  Gautam Rajendrakumar Gare et al.
  1.78
• DVLA-RL: Dual-Level Vision-Language Alignment with Reinforcement Learning Gating for Few-Shot Learning (2026)
  Wenhao Li et al.
  1.72
• Optimizing Multimodal LLMs for Egocentric Video Understanding: A Solution for the HD-EPIC VQA Challenge (2026)
  Sicheng Yang et al.
  1.67
• GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding (2025)
  Shijie Zhou et al.
  1.56
• SEPS: Semantic-enhanced Patch Slimming Framework for fine-grained cross-modal alignment (2025)
  Xinyu Mao et al.
  1.56
• Rethinking Visual Information Processing in Multimodal LLMs (2025)
  Dongwan Kim et al.
  1.56
• EgoVITA: Learning to Plan and Verify for Egocentric Video Reasoning (2025)
  Yogesh Kulkarni et al.
  1.56
• Diagnosing Visual Reasoning: Challenges, Insights, and a Path Forward (2025)
  Jing Bi et al.
  1.50
• TokenSwap: Backdoor Attack on the Compositional Understanding of Large Vision-Language Models (2025)
  Zhifang Zhang et al.
  1.44
• SemPT: Semantic Prompt Tuning for Vision-Language Models (2025)
  Xiao Shi and Yangjun Ou and Zhenzhong Chen
  1.39
• TNG-CLIP:Training-Time Negation Data Generation for Negation Awareness of CLIP (2025)
  Yuliang Cai et al.
  1.22
• Rethinking Direct Preference Optimization in Diffusion Models (2025)
  Junyong Kang et al.
  1.22
• Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates (2025)
  Jaewoo Ahn et al.
  1.22
• Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models (2025)
  Mateusz Pach et al.
  1.17
• TPC: Cross-Temporal Prediction Connection for Vision-Language Model Hallucination Reduction (2025)
  Chao Wang et al.
  1.11
• A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models (2025)
  Miao Zhang et al.
  1.11
• CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model (2025)
  Ziyu Yao et al.
  1.11
• Improving Adversarial Transferability in MLLMs via Dynamic Vision-Language Alignment Attack (2025)
  Chenhe Gu et al.
  1.06
• Vision-Driven Prompt Optimization for Large Language Models in Multimodal Generative Tasks (2025)
  Leo Franklin et al.
  1.00
• An Examination of the Compositionality of Large Generative Vision-Language Models (2023)
  Teli Ma et al.
  —
• ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models (2023)
  Xinyu Tian et al.
  —
• Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers (2024)
  Georgios Pantazopoulos et al.
  —