| 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 |
| Automated Identification of Cell Populations in Flow Cytometry Data with Transformers | Aug 23, 2021 | All | CodeCode Available | 1 |
| One TTS Alignment To Rule Them All | Aug 23, 2021 | AllSpeech Synthesis | 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 |
| Pretrained Encoders are All You Need | Jun 9, 2021 | AllContrastive Learning | CodeCode Available | 1 |
| CoAtNet: Marrying Convolution and Attention for All Data Sizes | Jun 9, 2021 | AllImage Classification | 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 |
| Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition | May 31, 2021 | AllComputational Efficiency | CodeCode Available | 1 |
| ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction | May 21, 2021 | AllData Compression | CodeCode Available | 1 |
| Not All Memories are Created Equal: Learning to Forget by Expiring | May 13, 2021 | AllLanguage Modeling | CodeCode Available | 1 |
| MLP-Mixer: An all-MLP Architecture for Vision | May 4, 2021 | Allimage-classification | CodeCode Available | 1 |
| One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework | May 1, 2021 | AllDeep Learning | CodeCode Available | 1 |
| Seeing All the Angles: Learning Multiview Manipulation Policies for Contact-Rich Tasks from Demonstrations | Apr 28, 2021 | AllImitation Learning | CodeCode Available | 1 |
| CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment | Apr 26, 2021 | AllDiversity | CodeCode Available | 1 |
| All Tokens Matter: Token Labeling for Training Better Vision Transformers | Apr 22, 2021 | AllEfficient ViTs | CodeCode Available | 1 |
| Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation | Apr 18, 2021 | AllMachine Translation | CodeCode Available | 1 |
| Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches | Apr 14, 2021 | AllDisentanglement | CodeCode Available | 1 |
| Recurrent Equilibrium Networks: Flexible Dynamic Models with Guaranteed Stability and Robustness | Apr 13, 2021 | All | CodeCode Available | 1 |
| Spatiotemporal Entropy Model is All You Need for Learned Video Compression | Apr 13, 2021 | AllImage Compression | CodeCode Available | 1 |
| All you need are a few pixels: semantic segmentation with PixelPick | Apr 13, 2021 | Active LearningAll | CodeCode Available | 1 |
| All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training | Apr 12, 2021 | AllSemi-Supervised Image Classification | CodeCode Available | 1 |
| OVANet: One-vs-All Network for Universal Domain Adaptation | Apr 7, 2021 | AllDomain Adaptation | CodeCode Available | 1 |
| No frame left behind: Full Video Action Recognition | Mar 29, 2021 | Action RecognitionAll | CodeCode Available | 1 |
| [Re] Rigging the Lottery: Making All Tickets Winners | Mar 29, 2021 | AllGPU | CodeCode Available | 1 |
| More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval | Mar 25, 2021 | AllCross-Modal Retrieval | CodeCode Available | 1 |
| Learning One Representation to Optimize All Rewards | Mar 14, 2021 | All | CodeCode Available | 1 |
| The distance backbone of complex networks | Mar 8, 2021 | All | CodeCode Available | 1 |
| Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth | Mar 5, 2021 | AllInductive Bias | CodeCode Available | 1 |
| Simple multi-dataset detection | Feb 25, 2021 | AllInstance Segmentation | CodeCode Available | 1 |
| One Line To Rule Them All: Generating LO-Shot Soft-Label Prototypes | Feb 15, 2021 | AllOne-Shot Learning | CodeCode Available | 1 |
| All-Day Object Tracking for Unmanned Aerial Vehicle | Jan 21, 2021 | AllCPU | CodeCode Available | 1 |
| Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts | Jan 18, 2021 | AllMixture-of-Experts | CodeCode Available | 1 |