| Why Random Pruning Is All We Need to Start Sparse | Oct 5, 2022 | AllImage Classification | CodeCode Available | 0 |
| Depth Is All You Need for Monocular 3D Detection | Oct 5, 2022 | AllDepth Estimation | —Unverified | 0 |
| Are All Losses Created Equal: A Neural Collapse Perspective | Oct 4, 2022 | All | —Unverified | 0 |
| Centerpoints Are All You Need in Overhead Imagery | Oct 4, 2022 | AllObject | —Unverified | 0 |
| ImmFusion: Robust mmWave-RGB Fusion for 3D Human Body Reconstruction in All Weather Conditions | Oct 4, 2022 | 3D Human ReconstructionAll | —Unverified | 0 |
| Re-Routing Strategy of Connected and Automated Vehicles Considering Coordination at Intersections | Oct 2, 2022 | All | —Unverified | 0 |
| ArT: All-round Thinker for Unsupervised Commonsense Question Answering | Oct 1, 2022 | AllQuestion Answering | CodeCode Available | 0 |
| Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task | Oct 1, 2022 | AllAnswer Selection | —Unverified | 0 |
| Neural Anaphora Resolution in Dialogue Revisited | Oct 1, 2022 | All | —Unverified | 0 |
| Combining Efficient and Precise Sign Language Recognition: Good pose estimation library is all you need | Sep 30, 2022 | AllGPU | —Unverified | 0 |
| DeepAdjoint: An All-in-One Photonic Inverse Design Framework Integrating Data-Driven Machine Learning with Optimization Algorithms | Sep 28, 2022 | All | —Unverified | 0 |
| Variance Tolerance Factors For Interpreting ALL Neural Networks | Sep 28, 2022 | AllFeature Importance | CodeCode Available | 0 |
| Sentiment is all you need to win US Presidential elections | Sep 27, 2022 | AllOpen-Ended Question Answering | —Unverified | 0 |
| Paraphrasing Is All You Need for Novel Object Captioning | Sep 25, 2022 | AllLanguage Modelling | —Unverified | 0 |
| Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper | Sep 22, 2022 | All | —Unverified | 0 |
| CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval | Sep 13, 2022 | AllDecision Making | —Unverified | 0 |
| CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task | Sep 13, 2022 | AllSentence | —Unverified | 0 |
| A Quantum Algorithm for Computing All Diagnoses of a Switching Circuit | Sep 8, 2022 | All | —Unverified | 0 |
| Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition | Sep 7, 2022 | AllMeta-Learning | —Unverified | 0 |
| All You Need is Source! A Study on Source-based Quality Estimation for Neural Machine Translation | Sep 1, 2022 | AllMachine Translation | —Unverified | 0 |
| Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death | Aug 28, 2022 | AllFeature Engineering | —Unverified | 0 |
| All grains, one scheme (AGOS): Learning multigrain instance representation for aerial scene classification | Aug 25, 2022 | Aerial Scene ClassificationAll | CodeCode Available | 0 |
| Pushing the limits of fairness impossibility: Who's the fairest of them all? | Aug 24, 2022 | AllFairness | —Unverified | 0 |
| Extending nnU-Net is all you need | Aug 23, 2022 | AllSegmentation | —Unverified | 0 |
| Are disentangled representations all you need to build speaker anonymization systems? | Aug 22, 2022 | AllAutomatic Speech Recognition | —Unverified | 0 |
| Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks | Aug 22, 2022 | AllCross-Modal Retrieval | CodeCode Available | 0 |
| Individual Fairness under Varied Notions of Group Fairness in Bipartite Matching - One Framework to Approximate Them All | Aug 21, 2022 | AllFairness | CodeCode Available | 0 |
| Pseudo-Labels Are All You Need | Aug 19, 2022 | AllFeature Engineering | —Unverified | 0 |
| Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial Attacks | Aug 18, 2022 | AllRobust classification | CodeCode Available | 0 |
| Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning | Aug 14, 2022 | AllFederated Learning | CodeCode Available | 0 |
| Recognition of All Categories of Entities by AI | Aug 13, 2022 | AllPhilosophy | —Unverified | 0 |
| Sparse Probability of Agreement | Aug 12, 2022 | AllSingle Particle Analysis | —Unverified | 0 |
| Dropout is NOT All You Need to Prevent Gradient Leakage | Aug 12, 2022 | AllFederated Learning | CodeCode Available | 0 |
| All-optical image classification through unknown random diffusers using a single-pixel diffractive network | Aug 8, 2022 | AllAutonomous Driving | —Unverified | 0 |
| RadSegNet: A Reliable Approach to Radar Camera Fusion | Aug 8, 2022 | AllAutonomous Driving | —Unverified | 0 |
| Development and Validation of ML-DQA -- a Machine Learning Data Quality Assurance Framework for Healthcare | Aug 4, 2022 | All | —Unverified | 0 |
| One for All: One-stage Referring Expression Comprehension with Dynamic Reasoning | Jul 31, 2022 | AllReferring Expression | —Unverified | 0 |
| Automated Detection of Acute Lymphoblastic Leukemia Subtypes from Microscopic Blood Smear Images using Deep Neural Networks | Jul 30, 2022 | All | —Unverified | 0 |
| Is GPT-3 all you need for Visual Question Answering in Cultural Heritage? | Jul 25, 2022 | AllQuestion Answering | —Unverified | 0 |
| Efficient All-reduce for Distributed DNN Training in Optical Interconnect System | Jul 22, 2022 | All | —Unverified | 0 |
| "Stuff You Should Know" (SYSK) Podcast Episode Transcripts - Full Dataset with Transcript of All Episodes | Jul 18, 2022 | AllBIG-bench Machine Learning | —Unverified | 0 |
| Certified Adversarial Robustness via Anisotropic Randomized Smoothing | Jul 12, 2022 | Adversarial RobustnessAll | —Unverified | 0 |
| Look-ups are not (yet) all you need for deep learning inference | Jul 12, 2022 | Allimage-classification | CodeCode Available | 0 |
| One for All: Simultaneous Metric and Preference Learning over Multiple Users | Jul 7, 2022 | AllMetric Learning | CodeCode Available | 0 |
| An optimal investment strategy aimed at maximizing the expected utility across all intermediate capital levels | Jul 6, 2022 | All | —Unverified | 0 |
| Betti numbers of attention graphs is all you really need | Jul 5, 2022 | AllClassification | CodeCode Available | 0 |
| Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs | Jul 5, 2022 | AllClinical Knowledge | —Unverified | 0 |
| Computer-assisted Pronunciation Training -- Speech synthesis is almost all you need | Jul 2, 2022 | AllSpeech Synthesis | —Unverified | 0 |
| SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation | Jul 1, 2022 | AllMorpheme Segmentaiton | —Unverified | 0 |
| RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations | Jul 1, 2022 | All | —Unverified | 0 |