| ArT: All-round Thinker for Unsupervised Commonsense Question-Answering | Dec 26, 2021 | AllQuestion Answering | CodeCode Available | 0 |
| Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective | Dec 24, 2021 | 3D Semantic Scene CompletionAll | —Unverified | 0 |
| Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? | Dec 23, 2021 | AllCombinatorial Optimization | —Unverified | 0 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 |
| ML4CO: Is GCNN All You Need? Graph Convolutional Neural Networks Produce Strong Baselines For Combinatorial Optimization Problems, If Tuned and Trained Properly, on Appropriate Data | Dec 22, 2021 | AllBIG-bench Machine Learning | —Unverified | 0 |
| Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning | Dec 21, 2021 | AllFew-Shot Semantic Segmentation | —Unverified | 0 |
| One Sketch for All: One-Shot Personalized Sketch Segmentation | Dec 20, 2021 | AllSegmentation | —Unverified | 0 |
| Pretrained Language Models Are All You Need For Text-to-SQL Schema Linking | Dec 17, 2021 | AllLanguage Modeling | —Unverified | 0 |
| All-photon Polarimetric Time-of-Flight Imaging | Dec 17, 2021 | AllAutonomous Driving | —Unverified | 0 |
| Stability analysis of an eight parameter SIR-type model including loss of immunity, and disease and vaccination fatalities | Dec 16, 2021 | All | —Unverified | 0 |
| All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines | Dec 16, 2021 | Adversarial DefenseAll | CodeCode Available | 0 |
| One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks | Dec 15, 2021 | AllPrivacy Preserving | CodeCode Available | 0 |
| One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots | Dec 15, 2021 | AllChatbot | —Unverified | 0 |
| AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All | Dec 15, 2021 | AllMeta-Learning | —Unverified | 0 |
| Learning over All Stabilizing Nonlinear Controllers for a Partially-Observed Linear System | Dec 8, 2021 | AllReinforcement Learning (RL) | —Unverified | 0 |
| A systematic approach to random data augmentation on graph neural networks | Dec 8, 2021 | AllData Augmentation | —Unverified | 0 |
| Multi-speaker Emotional Text-to-speech Synthesizer | Dec 7, 2021 | Alltext-to-speech | —Unverified | 0 |
| Danna-Sep: Unite to separate them all | Dec 7, 2021 | AllMusic Source Separation | CodeCode Available | 1 |
| Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks | Dec 6, 2021 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks | Dec 6, 2021 | All | —Unverified | 0 |
| Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness | Dec 5, 2021 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science | Dec 3, 2021 | AllDecision Making | —Unverified | 0 |
| Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness | Dec 2, 2021 | All | —Unverified | 0 |
| Towards Best-of-All-Worlds Online Learning with Feedback Graphs | Dec 1, 2021 | All | —Unverified | 0 |
| Not All Low-Pass Filters are Robust in Graph Convolutional Networks | Dec 1, 2021 | All | CodeCode Available | 0 |
