Mind the Heads: Topological Representation Alignment for Multimodal LLMs
Paper • 2606.23885 • Published • 5
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Mind the Heads: Topological Representation Alignment for Multimodal LLMs
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
dcaffo
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seppia978
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seppia978
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seppia978
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papers about 1 month ago
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
Paper • 2410.18210 • Published
Robust and Calibrated Detection of Authentic Multimedia Content
Paper • 2512.15182 • Published • 17
Mitigating Watermark Forgery in Generative Models via Randomized Key Selection
Paper • 2507.07871 • Published • 1
Robust Safety Monitoring of Language Models via Activation Watermarking
Paper • 2603.23171 • Published
When the Chain of Thought Knows Better: Failure Modes in Multi-Turn Reasoning Models
Paper • 2606.10740 • Published • 2
dcaffo
authored 9
papers 3 months ago
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs
Paper • 2404.15406 • Published
The (R)Evolution of Multimodal Large Language Models: A Survey
Paper • 2402.12451 • Published
Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization
Paper • 2408.14547 • Published
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval
Paper • 2503.01980 • Published
LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning
Paper • 2503.15621 • Published
Recurrence Meets Transformers for Universal Multimodal Retrieval
Paper • 2509.08897 • Published
Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization
Paper • 2508.20181 • Published
Seeing Beyond Words: Self-Supervised Visual Learning for Multimodal Large Language Models
Paper • 2512.15885 • Published
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
Paper • 2511.22715 • Published • 3
dcaffo
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