conftrace_

Alex Kot

21 papers · 2020–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🏃 Academic Marathon (5) 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (6)
🌍 Conference Polyglot (8) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (12) 🏆 Grand Slam 🧬 Topic Evolution 🔥 Unstoppable (5) 💎 Century Club (19) Prolific Year (8) 🗃️ Keyword Collector (63)

Conferences

ECCV (5) AAAI (4) ICCV (3) ICML (3) CVPR (2) NIPS (2) ICLR (1) INTERSPEECH (1)

Research topics

Papers

From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge AAAI 2026 SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision AAAI 2026 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025 Pay Attention to the Foreground in Object-Centric Learning CVPR 2025 MTL-UE: Learning to Learn Nothing for Multi-Task Learning ICML 2025 Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild ICCV 2025 E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation ECCV 2024 From Chaos to Clarity: 3DGS in the Dark NIPS 2024 Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing CVPR 2024 STSP: Spatial-Temporal Subspace Projection for Video Class-incremental Learning ECCV 2024 Towards Physical World Backdoor Attacks against Skeleton Action Recognition ECCV 2024 BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models ECCV 2024 Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach ICML 2024 Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders ICML 2024 Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less ICCV 2023 Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning ICCV 2023 Temporal Coherent Test Time Optimization for Robust Video Classification ICLR 2023 Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023 Low-Light Image Enhancement with Normalizing Flow AAAI 2022 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization NIPS 2020 Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation ECCV 2020