Soumyadeep Jana
2 indexed papers
Recent (6 mo)
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226
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AI×2Vision×1
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Research Timeline
2026
Mitigating Hallucination in Vision-Language Models through Barrier-Regulated Adaptive Closed-form Steering
The paper proposes BRACS, a training-free steering framework that adaptively corrects visual grounding failures in large vision-language models, significantly reducing object hallucination without sacrificing performance or efficiency.
Moment-KV: Momentum-Based Decode-Time KV Cache Compression for Long Generation
Moment-KV introduces a novel momentum-based technique to compress the Key-Value (KV) cache during the decoding phase of LLM generation, significantly improving fidelity in long-generation tasks.
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Papers
cs.CVcs.AIRecentMay 28, 2026
Mitigating Hallucination in Vision-Language Models through Barrier-Regulated Adaptive Closed-form Steering
The paper proposes BRACS, a training-free steering framework that adaptively corrects visual grounding failures in large vision-language models, significantly reducing object hallucination without sac…
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cs.AIRecentMay 28, 2026