Jonghyun Choi

An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026 Becoming Experienced Judges: Selective Test-Time Learning for Evaluators EACL 2026 DBMSolver: A Training-free Diffusion Bridge Sampler for High-Quality Image-to-Image Translation CVPR 2026 OASIS: Online Sample Selection for Continual Instruction Tuning ACL 2026 What Happens When: Learning Temporal Orders of Events in Videos WACV 2026 Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling ICLR 2025 DialNav: Multi-turn Dialog Navigation with a Remote Guide ICCV 2025 ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO AAAI 2025 Large Language Models Still Exhibit Bias in Long Text ACL 2025 MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity AAAI 2025 Multi-Modal Grounded Planning and Efficient Replanning for Learning Embodied Agents with a Few Examples AAAI 2025 Online Generic Event Boundary Detection ICCV 2025 Representation Bending for Large Language Model Safety ACL 2025 DataFreeShield: Defending Adversarial Attacks without Training Data ICML 2024 Learning Equi-angular Representations for Online Continual Learning CVPR 2024 Online Continual Learning for Interactive Instruction Following Agents ICLR 2024 Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024 PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images ICLR 2024 Pre-emptive Action Revision by Environmental Feedback for Embodied Instruction Following Agents CoRL 2024 ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments ECCV 2024 SyncVSR: Data-Efficient Visual Speech Recognition with End-to-End Crossmodal Audio Token Synchronization Interspeech 2024 Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback ACL 2024 Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents ICCV 2023 Multi-Level Compositional Reasoning for Interactive Instruction Following AAAI 2023 Online Boundary-Free Continual Learning by Scheduled Data Prior ICLR 2023 Online Continual Learning on Hierarchical Label Expansion ICCV 2023 Story Visualization by Online Text Augmentation with Context Memory ICCV 2023 Ask4Help: Learning to Leverage an Expert for Embodied Tasks NeurIPS 2022 Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022 Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022 Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference ICLR 2022 Stereo Depth From Events Cameras: Concentrate and Focus on the Future CVPR 2022 Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning CVPR 2022 Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds ICCV 2021 Factorizing Perception and Policy for Interactive Instruction Following ICCV 2021 Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text EMNLP 2021 Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021 Rethinking Deep Image Prior for Denoising ICCV 2021 Zero-Shot Natural Language Video Localization ICCV 2021 Learning Architectures for Binary Networks ECCV 2020 Learning to Super Resolve Intensity Images From Events CVPR 2020 Structured Set Matching Networks for One-Shot Part Labeling CVPR 2018 Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension CVPR 2017 Learning Temporal Regularity in Video Sequences CVPR 2016 Mining Discriminative Triplets of Patches for Fine-Grained Classification CVPR 2016 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 Predictable Dual-View Hashing ICML 2013