| Not All Memories are Created Equal: Learning to Expire | Jan 1, 2021 | AllLanguage Modeling | CodeCode Available | 1 |
| CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment | Jan 1, 2021 | AllGPU | CodeCode Available | 1 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss | Jan 1, 2021 | AllDiversity | CodeCode Available | 1 |
| Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps | Dec 29, 2020 | Allimage-classification | CodeCode Available | 1 |
| DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition | Dec 16, 2020 | AllEmotion Recognition | CodeCode Available | 1 |
| Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? | Dec 11, 2020 | AllFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds | Dec 2, 2020 | AllScene Flow Estimation | CodeCode Available | 1 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 |
| Deep learning suggests that gene expression is encoded in all parts of a co-evolving interacting gene regulatory structure | Dec 1, 2020 | All | CodeCode Available | 1 |
| One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks | Nov 21, 2020 | AllInstance Segmentation | CodeCode Available | 1 |
| A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning | Nov 20, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? | Nov 18, 2020 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL | Oct 27, 2020 | AllDiversity | CodeCode Available | 1 |
| Attention is All You Need in Speech Separation | Oct 25, 2020 | AllSpeech Separation | CodeCode Available | 1 |
| Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free | Oct 22, 2020 | All | CodeCode Available | 1 |
| One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN | Oct 21, 2020 | AllDecoder | CodeCode Available | 1 |
| Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification | Oct 19, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 |
| SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning | Oct 16, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 |
| Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings | Oct 3, 2020 | AllGeneral Classification | CodeCode Available | 1 |
| Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery | Sep 16, 2020 | AllCloud Removal | CodeCode Available | 1 |
| The Adapter-Bot: All-In-One Controllable Conversational Model | Aug 28, 2020 | AllMovie Recommendation | CodeCode Available | 1 |
| GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework | Aug 25, 2020 | AllImage-to-Image Translation | CodeCode Available | 1 |
| One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control | Jul 9, 2020 | Allreinforcement-learning | CodeCode Available | 1 |
| Breaking Through the 80\% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information | Jul 1, 2020 | AllWord Sense Disambiguation | CodeCode Available | 1 |
| Data Movement Is All You Need: A Case Study on Optimizing Transformers | Jun 30, 2020 | AllLanguage Modelling | CodeCode Available | 1 |
| NeuroCard: One Cardinality Estimator for All Tables | Jun 15, 2020 | All | CodeCode Available | 1 |
| One Ring to Rule Them All: Certifiably Robust Geometric Perception with Outliers | Jun 11, 2020 | AllPose Estimation | CodeCode Available | 1 |
| An efficient manifold density estimator for all recommendation systems | Jun 2, 2020 | AllDensity Estimation | CodeCode Available | 1 |
| Breaking the Cycle - Colleagues Are All You Need | Jun 1, 2020 | AllImage-to-Image Translation | CodeCode Available | 1 |
| Inferring Point Cloud Quality via Graph Similarity | May 31, 2020 | AllGraph Similarity | CodeCode Available | 1 |
| Enhancing Monotonic Multihead Attention for Streaming ASR | May 19, 2020 | AllAutomatic Speech Recognition | CodeCode Available | 1 |
| Simulated Annealing Algorithm for the Multiple Choice Multidimensional Knapsack Problem | May 1, 2020 | AllC++ code | CodeCode Available | 1 |
| Sign Bits Are All You Need for Black-Box Attacks | May 1, 2020 | Adversarial AttackAll | CodeCode Available | 1 |
| Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels | Apr 28, 2020 | AllAtari Games 100k | CodeCode Available | 1 |
| Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL | Apr 28, 2020 | AllBenchmarking | CodeCode Available | 1 |
| All Word Embeddings from One Embedding | Apr 25, 2020 | AllDecoder | CodeCode Available | 1 |
| VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner-Take-All Circuits | Apr 20, 2020 | AllObject Recognition | CodeCode Available | 1 |
| Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills | Apr 17, 2020 | All | CodeCode Available | 1 |
| Computing all identifiable functions of parameters for ODE models | Apr 16, 2020 | All | CodeCode Available | 1 |
| SpaceNet 6: Multi-Sensor All Weather Mapping Dataset | Apr 14, 2020 | AllDisaster Response | CodeCode Available | 1 |
| Channel Attention Is All You Need for Video Frame Interpolation | Apr 3, 2020 | AllMotion Estimation | CodeCode Available | 1 |
| RAFT: Recurrent All-Pairs Field Transforms for Optical Flow | Mar 26, 2020 | AllOptical Flow Estimation | CodeCode Available | 1 |
| Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? | Mar 25, 2020 | AllFew-Shot Image Classification | CodeCode Available | 1 |
| ReZero is All You Need: Fast Convergence at Large Depth | Mar 10, 2020 | AllLanguage Modeling | CodeCode Available | 1 |
| Randomized Smoothing of All Shapes and Sizes | Feb 19, 2020 | All | CodeCode Available | 1 |
| Robust Quantization: One Model to Rule Them All | Feb 18, 2020 | Allmodel | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| NODIS: Neural Ordinary Differential Scene Understanding | Jan 14, 2020 | AllGraph Generation | CodeCode Available | 1 |
| Stacked DeBERT: All Attention in Incomplete Data for Text Classification | Jan 1, 2020 | AllChatbot | CodeCode Available | 1 |
