Deep Learning

Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NeurIPS 2024 Trustworthy Machine Learning under Imperfect Data IJCAI 2024 Typicalness-Aware Learning for Failure Detection NeurIPS 2024 UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NeurIPS 2024 Uncertainty-Aware Yield Prediction with Multimodal Molecular Features AAAI 2024 Uncertainty Regularized Evidential Regression AAAI 2024 Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective ACL 2024 Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection AAAI 2024 Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement NeurIPS 2024 Unsupervised 3D Pose Estimation With Non-Rigid Structure-From-Motion Modeling WACV 2024 Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024 VCISR: Blind Single Image Super-Resolution With Video Compression Synthetic Data WACV 2024 Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection SemEval 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection AAAI 2024 When are dynamical systems learned from time series data statistically accurate? NeurIPS 2024 When Generative Adversarial Networks Meet Sequence Labeling Challenges EMNLP 2024 When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024 Zavira@DravidianLangTech 2024:Telugu hate speech detection using LSTM EACL 2024 3D Human Pose Estimation via Intuitive Physics CVPR 2023 Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023 AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing EMNLP 2023 AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation AAAI 2023 AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023 AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023