| A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation | Sep 26, 2024 | Inductive BiasVideo Generation | CodeCode Available | 1 |
| Disentanglement with Factor Quantized Variational Autoencoders | Sep 23, 2024 | DisentanglementInductive Bias | CodeCode Available | 0 |
| Stimulus-to-Stimulus Learning in RNNs with Cortical Inductive Biases | Sep 20, 2024 | Inductive Bias | —Unverified | 0 |
| Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting | Sep 20, 2024 | Inductive BiasLesion Detection | CodeCode Available | 2 |
| Multichannel-to-Multichannel Target Sound Extraction Using Direction and Timestamp Clues | Sep 19, 2024 | Inductive BiasTarget Sound Extraction | —Unverified | 0 |
| Learning Generalized Hamiltonians using fully Symplectic Mappings | Sep 17, 2024 | Inductive Bias | —Unverified | 0 |
| Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology | Sep 14, 2024 | Inductive BiasPrognosis | CodeCode Available | 2 |
| Redesigning graph filter-based GNNs to relax the homophily assumption | Sep 13, 2024 | Inductive Bias | CodeCode Available | 0 |
| Neural Message Passing Induced by Energy-Constrained Diffusion | Sep 13, 2024 | Inductive Bias | CodeCode Available | 3 |
| VI3DRM:Towards meticulous 3D Reconstruction from Sparse Views via Photo-Realistic Novel View Synthesis | Sep 12, 2024 | 3D ReconstructionDisentanglement | —Unverified | 0 |
| Differentiable programming across the PDE and Machine Learning barrier | Sep 9, 2024 | Code GenerationInductive Bias | —Unverified | 0 |
| Symmetry constrained neural networks for detection and localization of damage in metal plates | Sep 9, 2024 | Inductive BiasTime Series | —Unverified | 0 |
| Adversarial Attacks on Data Attribution | Sep 9, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG | Sep 5, 2024 | Adversarial RobustnessEEG | —Unverified | 0 |
| MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling | Sep 4, 2024 | Depth EstimationDepth Prediction | —Unverified | 0 |
| UniTT-Stereo: Unified Training of Transformer for Enhanced Stereo Matching | Sep 4, 2024 | Depth EstimationInductive Bias | —Unverified | 0 |
| On the Design Space Between Transformers and Recursive Neural Nets | Sep 3, 2024 | Inductive Bias | —Unverified | 0 |
| Spatially-Aware Diffusion Models with Cross-Attention for Global Field Reconstruction with Sparse Observations | Aug 30, 2024 | Inductive Bias | CodeCode Available | 1 |
| Maelstrom Networks | Aug 29, 2024 | Continual LearningInductive Bias | —Unverified | 0 |
| The Role of Fibration Symmetries in Geometric Deep Learning | Aug 28, 2024 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search | Aug 27, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Can Transformers Do Enumerative Geometry? | Aug 27, 2024 | Activation Function SynthesisCausal Inference | CodeCode Available | 0 |
| Equivariant Reinforcement Learning under Partial Observability | Aug 26, 2024 | Inductive Biasreinforcement-learning | —Unverified | 0 |
| Enhancing Cross-Modal Medical Image Segmentation through Compositionality | Aug 21, 2024 | DisentanglementImage Segmentation | CodeCode Available | 0 |
| Unsupervised Composable Representations for Audio | Aug 19, 2024 | Audio Source Separationblind source separation | CodeCode Available | 1 |