Neural Networks

The Tunnel Effect: Building Data Representations in Deep Neural Networks NeurIPS 2023 This Reads Like That: Deep Learning for Interpretable Natural Language Processing EMNLP 2023 Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning CVPR 2023 Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations ICML 2023 Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa IJCAI 2023 Time-synchronous one-pass Beam Search for Parallel Online and Offline Transducers with Dynamic Block Training Interspeech 2023 TIPS: Topologically Important Path Sampling for Anytime Neural Networks ICML 2023 Toeplitz Neural Network for Sequence Modeling ICLR 2023 Topological Convolutional Layers for Deep Learning JMLR 2023 Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures JMLR 2023 Toward RAW Object Detection: A New Benchmark and a New Model CVPR 2023 Toward Robust Uncertainty Estimation with Random Activation Functions AAAI 2023 Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints ACL 2023 Towards a Deep Understanding of Multilingual End-to-End Speech Translation EMNLP 2023 Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance AAAI 2023 Towards Higher Ranks via Adversarial Weight Pruning NeurIPS 2023 Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NeurIPS 2023 Towards Improved Input Masking for Convolutional Neural Networks ICCV 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks ICCV 2023 Towards Scalable Neural Representation for Diverse Videos CVPR 2023 Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities NeurIPS 2023 Towards Transferable Targeted Adversarial Examples CVPR 2023 Towards Unbiased Volume Rendering of Neural Implicit Surfaces With Geometry Priors CVPR 2023 Towards Verifying the Geometric Robustness of Large-Scale Neural Networks AAAI 2023