| Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks | Dec 11, 2024 | Graph ClassificationInductive Bias | —Unverified | 0 |
| 3D-Consistent Image Inpainting with Diffusion Models | Dec 8, 2024 | DenoisingImage Inpainting | —Unverified | 0 |
| Learning Symmetries via Weight-Sharing with Doubly Stochastic Tensors | Dec 5, 2024 | Inductive Bias | CodeCode Available | 0 |
| Towards Zero-shot 3D Anomaly Localization | Dec 5, 2024 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Training MLPs on Graphs without Supervision | Dec 5, 2024 | Fraud DetectionGraph Classification | CodeCode Available | 1 |
| GQWformer: A Quantum-based Transformer for Graph Representation Learning | Dec 3, 2024 | Graph ClassificationGraph Representation Learning | —Unverified | 0 |
| RandAR: Decoder-only Autoregressive Visual Generation in Random Orders | Dec 2, 2024 | DecoderInductive Bias | —Unverified | 0 |
| INSIGHT: Explainable Weakly-Supervised Medical Image Analysis | Dec 2, 2024 | Inductive BiasMedical Image Analysis | —Unverified | 0 |
| Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection | Nov 29, 2024 | Fraud DetectionInductive Bias | —Unverified | 0 |
| Trajectory Attention for Fine-grained Video Motion Control | Nov 28, 2024 | Inductive BiasVideo Editing | —Unverified | 0 |
| Sneaking Syntax into Transformer Language Models with Tree Regularization | Nov 28, 2024 | Inductive Bias | —Unverified | 0 |
| Double Descent in Portfolio Optimization: Dance between Theoretical Sharpe Ratio and Estimation Accuracy | Nov 28, 2024 | Inductive BiasPortfolio Optimization | —Unverified | 0 |
| Object-centric proto-symbolic behavioural reasoning from pixels | Nov 26, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction | Nov 25, 2024 | Inductive Bias | —Unverified | 0 |
| PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation | Nov 24, 2024 | DenoisingDepth Estimation | —Unverified | 0 |
| Faithful Label-free Knowledge Distillation | Nov 22, 2024 | Inductive BiasKnowledge Distillation | CodeCode Available | 0 |
| On Generalization Bounds for Neural Networks with Low Rank Layers | Nov 20, 2024 | Generalization BoundsInductive Bias | —Unverified | 0 |
| STREAM: A Universal State-Space Model for Sparse Geometric Data | Nov 19, 2024 | Audio ClassificationEvent-based vision | —Unverified | 0 |
| ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling | Nov 17, 2024 | Autonomous DrivingDiversity | —Unverified | 0 |
| Partitioning Message Passing for Graph Fraud Detection | Nov 16, 2024 | Fraud DetectionInductive Bias | —Unverified | 0 |
| Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data | Nov 15, 2024 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| Bayesian Comparisons Between Representations | Nov 13, 2024 | Inductive Bias | —Unverified | 0 |
| MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking | Nov 13, 2024 | Inductive BiasLong-range modeling | —Unverified | 0 |
| SE(3) Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation | Nov 11, 2024 | Data AugmentationDecoder | —Unverified | 0 |
| Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs | Nov 8, 2024 | Inductive Bias | —Unverified | 0 |