| Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction | Sep 14, 2021 | AllDependency Parsing | CodeCode Available | 1 |
| How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding | Sep 13, 2021 | Adversarial RobustnessAll | CodeCode Available | 1 |
| Matrix Factorization for Collaborative Filtering Is Just Solving an Adjoint Latent Dirichlet Allocation Model After All | Sep 13, 2021 | AllCollaborative Filtering | CodeCode Available | 1 |
| Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification | Sep 12, 2021 | AllClassification | CodeCode Available | 1 |
| All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality | Sep 9, 2021 | All | CodeCode Available | 1 |
| Neural HMMs are all you need (for high-quality attention-free TTS) | Aug 30, 2021 | AllSpeech Synthesis | CodeCode Available | 1 |
| Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision | Aug 24, 2021 | AllDepth Estimation | CodeCode Available | 1 |
| One TTS Alignment To Rule Them All | Aug 23, 2021 | AllSpeech Synthesis | CodeCode Available | 1 |
| Automated Identification of Cell Populations in Flow Cytometry Data with Transformers | Aug 23, 2021 | All | CodeCode Available | 1 |
| Fastformer: Additive Attention Can Be All You Need | Aug 20, 2021 | AllNews Recommendation | CodeCode Available | 1 |
| Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning | Aug 19, 2021 | AllFairness | CodeCode Available | 1 |
| Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation | Aug 17, 2021 | AllDepth Estimation | CodeCode Available | 1 |
| RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth | Aug 2, 2021 | AllDecoder | CodeCode Available | 1 |
| It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning | Aug 1, 2021 | AllCross-Lingual Transfer | CodeCode Available | 1 |
| Few Shots Are All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwritten Text Recognition | Jul 21, 2021 | AllFew-Shot Learning | CodeCode Available | 1 |
| When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC. | Jul 18, 2021 | All | CodeCode Available | 1 |
| SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks | Jul 12, 2021 | AllBayesian Inference | CodeCode Available | 1 |
| Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity | Jun 28, 2021 | AllEnsemble Learning | CodeCode Available | 1 |
| It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning | Jun 22, 2021 | AllCross-Lingual Transfer | CodeCode Available | 1 |
| Transductive Few-Shot Learning: Clustering is All You Need? | Jun 16, 2021 | AllClustering | CodeCode Available | 1 |
| CoAtNet: Marrying Convolution and Attention for All Data Sizes | Jun 9, 2021 | AllImage Classification | CodeCode Available | 1 |
| Pretrained Encoders are All You Need | Jun 9, 2021 | AllContrastive Learning | CodeCode Available | 1 |
| On Inductive Biases for Heterogeneous Treatment Effect Estimation | Jun 7, 2021 | AllHeterogeneous Treatment Effect Estimation | CodeCode Available | 1 |
| Self-Supervision is All You Need for Solving Rubik's Cube | Jun 6, 2021 | AllCombinatorial Optimization | CodeCode Available | 1 |
| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Jun 3, 2021 | AllDocument-level Relation Extraction | CodeCode Available | 1 |
