| Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts | Jan 18, 2021 | AllMixture-of-Experts | CodeCode Available | 1 | 5 |
| Fastformer: Additive Attention Can Be All You Need | Aug 20, 2021 | AllNews Recommendation | CodeCode Available | 1 | 5 |
| Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization | Oct 5, 2023 | AllLanguage Modeling | CodeCode Available | 1 | 5 |
| Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration | Apr 14, 2025 | AllImage Restoration | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? | Dec 11, 2020 | AllFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Bezier Everywhere All at Once: Learning Drivable Lanes as Bezier Graphs | Jan 1, 2024 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| Beyond Degradation Conditions: All-in-One Image Restoration via HOG Transformers | Apr 12, 2025 | AllImage Restoration | CodeCode Available | 1 | 5 |
| FlexiViT: One Model for All Patch Sizes | Dec 15, 2022 | AllImage-text Retrieval | CodeCode Available | 1 | 5 |
| Logits are All We Need to Adapt Closed Models | Feb 3, 2025 | AllPrompt Engineering | CodeCode Available | 1 | 5 |
| B-cos Networks: Alignment is All We Need for Interpretability | May 20, 2022 | All | CodeCode Available | 1 | 5 |
| LocalBins: Improving Depth Estimation by Learning Local Distributions | Mar 28, 2022 | AllDecoder | CodeCode Available | 1 | 5 |
| Flow-matching -- efficient coarse-graining of molecular dynamics without forces | Mar 21, 2022 | All | CodeCode Available | 1 | 5 |
| FP4 All the Way: Fully Quantized Training of LLMs | May 25, 2025 | AllQuantization | CodeCode Available | 1 | 5 |
| Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : one PCA still rules them all | Oct 17, 2024 | AllBenchmarking | CodeCode Available | 1 | 5 |
| Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces | Dec 16, 2024 | AllDrug Design | CodeCode Available | 1 | 5 |
| Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It | Dec 11, 2023 | All | CodeCode Available | 1 | 5 |
| Gradient is All You Need? | Jun 16, 2023 | All | CodeCode Available | 1 | 5 |
| Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval | Dec 15, 2023 | AllImage Retrieval | CodeCode Available | 1 | 5 |
| Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking | Mar 10, 2022 | AllObject Tracking | CodeCode Available | 1 | 5 |
| Lidar Annotation Is All You Need | Nov 8, 2023 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splatting | Mar 10, 2025 | 3DGSAll | CodeCode Available | 1 | 5 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| All-weather Multi-Modality Image Fusion: Unified Framework and 100k Benchmark | Feb 3, 2024 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| Learn to Accumulate Evidence from All Training Samples: Theory and Practice | Jun 19, 2023 | All | CodeCode Available | 1 | 5 |
| RbA: Segmenting Unknown Regions Rejected by All | Nov 25, 2022 | AllAnomaly Detection | CodeCode Available | 1 | 5 |
| LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT | Mar 29, 2022 | AllAutomatic Speech Recognition | CodeCode Available | 1 | 5 |
| AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion | Oct 16, 2023 | AllImage Quality Assessment | CodeCode Available | 1 | 5 |
| FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks | May 16, 2025 | All | CodeCode Available | 1 | 5 |
| Are CLIP features all you need for Universal Synthetic Image Origin Attribution? | Aug 17, 2024 | All | CodeCode Available | 1 | 5 |
| 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 | 5 |
| All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality | Sep 9, 2021 | All | CodeCode Available | 1 | 5 |
| Automated Identification of Cell Populations in Flow Cytometry Data with Transformers | Aug 23, 2021 | All | CodeCode Available | 1 | 5 |
| Learning One Representation to Optimize All Rewards | Mar 14, 2021 | All | CodeCode Available | 1 | 5 |
| Linear attention is (maybe) all you need (to understand transformer optimization) | Oct 2, 2023 | All | CodeCode Available | 1 | 5 |
| Attention Is (not) All You Need for Commonsense Reasoning | May 31, 2019 | AllCoreference Resolution | CodeCode Available | 1 | 5 |
| Are Local Features All You Need for Cross-Domain Visual Place Recognition? | Apr 12, 2023 | AllRe-Ranking | CodeCode Available | 1 | 5 |
| Greed is All You Need: An Evaluation of Tokenizer Inference Methods | Mar 2, 2024 | All | CodeCode Available | 1 | 5 |
| Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth | Mar 5, 2021 | AllInductive Bias | CodeCode Available | 1 | 5 |
| Unifying Generation and Prediction on Graphs with Latent Graph Diffusion | Feb 4, 2024 | AllDecoder | CodeCode Available | 1 | 5 |
| All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages | Nov 25, 2024 | AllLong Question Answer | CodeCode Available | 1 | 5 |
| H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection | Oct 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| All Languages Matter: On the Multilingual Safety of Large Language Models | Oct 2, 2023 | AllSafety Alignment | CodeCode Available | 1 | 5 |
| RAFT: Recurrent All-Pairs Field Transforms for Optical Flow | Mar 26, 2020 | AllOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Hierarchical Reinforcement Learning for Power Network Topology Control | Nov 3, 2023 | AllHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters | Jun 18, 2024 | AllBook summarization | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels | Apr 28, 2020 | AllAtari Games 100k | CodeCode Available | 1 | 5 |
| Adaptive Blind All-in-One Image Restoration | Nov 27, 2024 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 1 | 5 |
| Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition | Jul 21, 2022 | AllFacial Expression Recognition | CodeCode Available | 1 | 5 |
