Techniques

Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes NeurIPS 2022 Training Spiking Neural Networks with Event-driven Backpropagation NeurIPS 2022 Training Structured Neural Networks Through Manifold Identification and Variance Reduction ICLR 2022 Training Your Sparse Neural Network Better with Any Mask ICML 2022 Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation ICLR 2022 TransBoost: Improving the Best ImageNet Performance using Deep Transduction NeurIPS 2022 TransforMatcher: Match-to-Match Attention for Semantic Correspondence CVPR 2022 Transformers on Multilingual Clause-Level Morphology EMNLP 2022 Transform Once: Efficient Operator Learning in Frequency Domain NeurIPS 2022 Transkimmer: Transformer Learns to Layer-wise Skim ACL 2022 Translating Spanish into Spanish Sign Language: Combining Rules and Data-driven Approaches COLING 2022 Translation between Molecules and Natural Language EMNLP 2022 Translation Error Detection as Rationale Extraction ACL 2022 TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning AAAI 2022 TREC: Transient Redundancy Elimination-based Convolution NeurIPS 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Interspeech 2022 TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation NAACL 2022 Tuformer: Data-driven Design of Transformers for Improved Generalization or Efficiency ICLR 2022 TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing CVPR 2022 TVLT: Textless Vision-Language Transformer NeurIPS 2022 T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis ICLR 2022 Two-Stage Octave Residual Network for End-to-End Image Compression AAAI 2022 Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing COLING 2022 UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units NeurIPS 2022