MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model
Paper • 2406.11193 • Published
yiboyan
Buluchacha
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authored 14
papers 11 days ago
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
Paper • 2410.04780 • Published
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
Paper • 2310.18340 • Published
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
Paper • 2502.00848 • Published • 1
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
Paper • 2412.11936 • Published
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
Paper • 2505.02064 • Published • 4
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
Paper • 2410.03577 • Published • 1
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
Paper • 2505.15472 • Published • 3
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
Paper • 2502.12520 • Published
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
Paper • 2502.11916 • Published • 1
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
Paper • 2411.02708 • Published • 1
GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning
Paper • 2508.04088 • Published
Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
Paper • 2510.02912 • Published • 1
CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding
Paper • 2601.21262 • Published
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