| Sequencer: Deep LSTM for Image Classification | May 4, 2022 | Domain Generalizationimage-classification | CodeCode Available | 5 |
| Differentiable Tree Search Network | Jan 22, 2024 | Decision MakingInductive Bias | CodeCode Available | 5 |
| Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis | Jun 1, 2023 | Audio SynthesisComputational Efficiency | CodeCode Available | 4 |
| When Does Perceptual Alignment Benefit Vision Representations? | Oct 14, 2024 | Depth EstimationImage Generation | CodeCode Available | 4 |
| Attention on the Sphere | May 16, 2025 | Depth EstimationImage Segmentation | CodeCode Available | 4 |
| Brain-inspired Multilayer Perceptron with Spiking Neurons | Mar 28, 2022 | Inductive Bias | CodeCode Available | 4 |
| Neural Message Passing Induced by Energy-Constrained Diffusion | Sep 13, 2024 | Inductive Bias | CodeCode Available | 3 |
| SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series | Mar 22, 2024 | Inductive BiasMamba | CodeCode Available | 3 |
| U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers | May 4, 2024 | Image GenerationInductive Bias | CodeCode Available | 3 |
| Unveiling Encoder-Free Vision-Language Models | Jun 17, 2024 | DecoderInductive Bias | CodeCode Available | 3 |
| Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation | May 30, 2024 | DiversityDrug Design | CodeCode Available | 3 |
| Bird-Eye Transformers for Text Generation Models | Oct 8, 2022 | AttributeInductive Bias | CodeCode Available | 3 |
| BigVGAN: A Universal Neural Vocoder with Large-Scale Training | Jun 9, 2022 | Audio GenerationAudio Synthesis | CodeCode Available | 3 |
| Is Attention All That NeRF Needs? | Jul 27, 2022 | AllGeneralizable Novel View Synthesis | CodeCode Available | 2 |
| Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology | Sep 14, 2024 | Inductive BiasPrognosis | CodeCode Available | 2 |
| Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis | Nov 4, 2024 | Contrastive LearningDiversity | CodeCode Available | 2 |
| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 |
| Hidden Biases of End-to-End Driving Models | Jun 13, 2023 | Autonomous DrivingBench2Drive | CodeCode Available | 2 |
| HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification | Sep 21, 2022 | Classificationimage-classification | CodeCode Available | 2 |
| Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts | Jul 7, 2025 | Inductive BiasMixture-of-Experts | CodeCode Available | 2 |
| Equivariant Ensembles and Regularization for Reinforcement Learning in Map-based Path Planning | Mar 19, 2024 | Inductive BiasReinforcement Learning (RL) | CodeCode Available | 2 |
| DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting | Jun 3, 2023 | Computational EfficiencyInductive Bias | CodeCode Available | 2 |
| A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases | Sep 22, 2022 | Inductive Bias | CodeCode Available | 2 |
| AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers | Jan 11, 2023 | DenoisingInductive Bias | CodeCode Available | 2 |
| Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders | Aug 19, 2023 | Inductive BiasMotion Forecasting | CodeCode Available | 2 |
