ESOD: Efficient Small Object Detection on High-Resolution Images.
IEEE Trans. Image Process., 2025
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL.
CoRR, 2024
Educating LLMs like Human Students: Structure-aware Injection of Domain Knowledge.
CoRR, 2024
Robust Preference Optimization with Provable Noise Tolerance for LLMs.
CoRR, 2024
Enhancing LLM's Cognition via Structurization.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Uncertainty-aware Unsupervised Multi-Object Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Dynamic supervisor for cross-dataset object detection.
Neurocomputing, 2022
Towards self-similarity consistency and feature discrimination for unsupervised domain adaptation.
Signal Process. Image Commun., 2021
Spatial likelihood voting with self-knowledge distillation for weakly supervised object detection.
Image Vis. Comput., 2021
SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Foreground Gating and Background Refining Network for Surveillance Object Detection.
IEEE Trans. Image Process., 2019
Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation.
CoRR, 2019
See Extensively While Focusing on the Core Area for Pedestrian Detection.
IEEE Access, 2019
Previewer for Multi-Scale Object Detector.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Foreground Gated Network for Surveillance Object Detection.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018
Deep Siamese Network with Multi-level Similarity Perception for Person Re-identification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017