Deep Learning

A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 Are Transformers Effective for Time Series Forecasting? AAAI 2023 A theory of continuous generative flow networks ICML 2023 Automatic Data Augmentation via Invariance-Constrained Learning ICML 2023 A Whac-a-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others CVPR 2023 Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023 Better Diffusion Models Further Improve Adversarial Training ICML 2023 Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level ACL 2023 BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion ICCV 2023 Calibrating a Deep Neural Network with Its Predecessors IJCAI 2023 Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher AAAI 2023 Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023 Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023 ChatGPT is not a good indigenous translator ACL 2023 ChatGPT MT: Competitive for High- (but Not Low-) Resource Languages EMNLP 2023 Class-Balancing Diffusion Models CVPR 2023 Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition CVPR 2023 Classification of Adolescents’ Risky Behavior in Instant Messaging Conversations AISTATS 2023 Classifying Rhoticity of /ɹ/ in Speech Sound Disorder using Age-and-Sex Normalized Formants Interspeech 2023 Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SemEval 2023 Coherent Probabilistic Forecasting of Temporal Hierarchies AISTATS 2023 Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment AAAI 2023 Contextual Reliability: When Different Features Matter in Different Contexts ICML 2023 Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023 CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023