Deep Learning

Scaling Laws for BERT in Low-Resource Settings ACL 2023 Select and Optimize: Learning to solve large-scale TSP instances AISTATS 2023 Set Learning for Generative Information Extraction EMNLP 2023 ShiftDDPMs: Exploring Conditional Diffusion Models by Shifting Diffusion Trajectories AAAI 2023 simple diffusion: End-to-end diffusion for high resolution images ICML 2023 Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions ACL 2023 Simulating Network Paths with Recurrent Buffering Units AAAI 2023 SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023 Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning Interspeech 2023 Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023 Spatio-Temporal Meta-Graph Learning for Traffic Forecasting AAAI 2023 Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023 Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising CVPR 2023 Spike Count Maximization for Neuromorphic Vision Recognition IJCAI 2023 Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet ICCV 2023 SR-SRP: Super-Resolution based SRP-PHAT for Sound Source Localization and Tracking Interspeech 2023 SSS at SemEval-2023 Task 10: Explainable Detection of Online Sexism using Majority Voted Fine-Tuned Transformers SemEval 2023 TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SemEval 2023 There’s No Data like Better Data: Using QE Metrics for MT Data Filtering EMNLP 2023 Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning EMNLP 2023 Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ACL 2023 Towards Artistic Image Aesthetics Assessment: A Large-Scale Dataset and a New Method CVPR 2023 Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training ACL 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations ACL 2023