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Large Language Models

6405 directly classified papers

Papers per year

Papers

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025
PerLA: Perceptive 3D Language Assistant CVPR 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025
HSI-GPT: A General-Purpose Large Scene-Motion-Language Model for Human Scene Interaction CVPR 2025
Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs ICCV 2025
Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025
ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception CVPR 2025
ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025
EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis ICCV 2025
Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition ICCV 2025
CheckManual: A New Challenge and Benchmark for Manual-based Appliance Manipulation CVPR 2025
MiDSummer: Multi-Guidance Diffusion for Controllable Zero-Shot Immersive Gaussian Splatting Scene Generation ICCV 2025
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025
3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025
Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 2025
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery CVPR 2025
TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025
Vision-Language Model IP Protection via Prompt-based Learning CVPR 2025