Representation Learning

Tradeoffs in Data Augmentation: An Empirical Study ICLR 2021 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021 Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021 Training Dynamic based data filtering may not work for NLP datasets EMNLP 2021 Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NeurIPS 2021 Trajectory Prediction using Equivariant Continuous Convolution ICLR 2021 Transductive Few-Shot Classification on the Oblique Manifold ICCV 2021 TransFER: Learning Relation-Aware Facial Expression Representations With Transformers ICCV 2021 Transformer-based Screenplay Summarization Using Augmented Learning Representation with Dialogue Information NAACL 2021 Transformers Generalize DeepSets and Can be Extended to Graphs & Hypergraphs NeurIPS 2021 Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling AAAI 2021 Transformer Tracking CVPR 2021 TranstextNet: Transducing Text for Recognizing Unseen Visual Relationships WACV 2021 Treasures Outside Contexts: Improving Event Detection via Global Statistics EMNLP 2021 Treatment Effect Estimation with Disentangled Latent Factors AAAI 2021 TreeBERT: A tree-based pre-trained model for programming language UAI 2021 TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021 Tree in Tree: from Decision Trees to Decision Graphs NeurIPS 2021 Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference ACL 2021 Trees with Attention for Set Prediction Tasks ICML 2021 TriBERT: Human-centric Audio-visual Representation Learning NeurIPS 2021 Tri-level Robust Clustering Ensemble with Multiple Graph Learning AAAI 2021 TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments AAAI 2021 Triplet-Trained Vector Space and Sieve-Based Search Improve Biomedical Concept Normalization NAACL 2021 TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions WACV 2021