Deep Learning

Optimal Proposal Learning for Deployable End-to-End Pedestrian Detection CVPR 2023 Overlap Aware Continuous Speech Separation without Permutation Invariant Training Interspeech 2023 Path Neural Networks: Expressive and Accurate Graph Neural Networks ICML 2023 PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers AAAI 2023 PlayGround Low Resource Machine Translation System for the 2023 AmericasNLP Shared Task ACL 2023 Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023 PRISE: Demystifying Deep Lucas-Kanade With Strongly Star-Convex Constraints for Multimodel Image Alignment CVPR 2023 PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023 Real Time Detection of Soft Voice for Speech Enhancement Interspeech 2023 RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023 Residual Degradation Learning Unfolding Framework With Mixing Priors Across Spectral and Spatial for Compressive Spectral Imaging CVPR 2023 Retaining Beneficial Information from Detrimental Data for Neural Network Repair NeurIPS 2023 Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability Interspeech 2023 SAAL: Sharpness-Aware Active Learning ICML 2023 Semantic VAD: Low-Latency Voice Activity Detection for Speech Interaction Interspeech 2023 Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023 SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion Submission Description: Sequence Labelling for G2P ACL 2023 Simple and Fast Group Robustness by Automatic Feature Reweighting ICML 2023 Simplifying Neural Network Training Under Class Imbalance NeurIPS 2023 Speaker Extraction with Detection of Presence and Absence of Target Speakers Interspeech 2023 Spurious Valleys and Clustering Behavior of Neural Networks ICML 2023 SR-SRP: Super-Resolution based SRP-PHAT for Sound Source Localization and Tracking Interspeech 2023 Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023 Streaming Active Learning with Deep Neural Networks ICML 2023 TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023