Abhinav Dhall

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Computer Vision (1)Eval Frameworks & Benchmarks (1)Multimodal Models (1)

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Kartik Kuckreja (1)Parul Gupta (1)Muhammad Haris Khan (1)

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Feb 23, 2026

2w ago

Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision

Deepfake detectors can be tricked into "reasoning" without visual grounding, but DeepfakeJudge offers a way to bootstrap MLLMs to generate faithful explanations and improve detection accuracy.

Kartik Kuckreja, Parul Gupta, Muhammad Haris Khan +1

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

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Abhinav Dhall

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)