conftrace_

video hallucination

3 papers

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Co-occurring keywords · papers mentioning both

multimodal large language model (3) video understanding (2) echo-layered sampling (1) token calibration (1) attention routing (1) event segmentation (1) semantic aggregation (1) positional encoding (1) temporal dependency (1) hallucination mitigation (1)

Papers

EchoBat: Echo-Vision Enhancement and Echo-Layered Sampling for Video LLMs Hallucination Mitigation AAAI 2026 ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Video Understanding CVPR 2026 Unstitching the Chimera: Frame-Level Risk and Train-Free Mitigation for Video Hallucination CVPR 2026