| Recurrent Distance Filtering for Graph Representation Learning | Dec 3, 2023 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| A Recent Survey of Vision Transformers for Medical Image Segmentation | Dec 1, 2023 | Image SegmentationInductive Bias | —Unverified | 0 |
| Less is More: Learning Reference Knowledge Using No-Reference Image Quality Assessment | Dec 1, 2023 | Image Quality AssessmentInductive Bias | —Unverified | 0 |
| Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding | Nov 30, 2023 | GPUInductive Bias | CodeCode Available | 1 |
| Towards out-of-distribution generalization in large-scale astronomical surveys: robust networks learn similar representations | Nov 29, 2023 | Inductive BiasOut-of-Distribution Generalization | —Unverified | 0 |
| ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal Development | Nov 28, 2023 | Inductive Bias | CodeCode Available | 0 |
| On the Long Range Abilities of Transformers | Nov 28, 2023 | Inductive Bias | —Unverified | 0 |
| Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs | Nov 27, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Applying statistical learning theory to deep learning | Nov 26, 2023 | Deep LearningInductive Bias | —Unverified | 0 |
| A Metalearned Neural Circuit for Nonparametric Bayesian Inference | Nov 24, 2023 | Bayesian InferenceInductive Bias | CodeCode Available | 0 |
| Efficient and Robust Jet Tagging at the LHC with Knowledge Distillation | Nov 23, 2023 | Inductive BiasJet Tagging | CodeCode Available | 0 |
| Representation Learning in a Decomposed Encoder Design for Bio-inspired Hebbian Learning | Nov 22, 2023 | Inductive BiasRepresentation Learning | CodeCode Available | 0 |
| A Unified Framework for Trace-induced Quantum Kernels | Nov 22, 2023 | Inductive Bias | —Unverified | 0 |
| From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex? | Nov 22, 2023 | Board GamesInductive Bias | CodeCode Available | 0 |
| Mixing-Denoising Generalizable Occupancy Networks | Nov 20, 2023 | 3D ReconstructionDecoder | —Unverified | 0 |
| Unearthing Common Inconsistency for Generalisable Deepfake Detection | Nov 20, 2023 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| Towards Transferring Tactile-based Continuous Force Control Policies from Simulation to Robot | Nov 13, 2023 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| Time-Efficient Reinforcement Learning with Stochastic Stateful Policies | Nov 7, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Lie Point Symmetry and Physics Informed Networks | Nov 7, 2023 | Data AugmentationInductive Bias | —Unverified | 0 |
| Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning | Nov 5, 2023 | Contrastive LearningGraph Classification | CodeCode Available | 0 |
| E(2) Equivariant Neural Networks for Robust Galaxy Morphology Classification | Nov 2, 2023 | Inductive BiasMorphology classification | CodeCode Available | 0 |
| Efficient Vision Transformer for Accurate Traffic Sign Detection | Nov 2, 2023 | Autonomous DrivingInductive Bias | —Unverified | 0 |
| Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements | Nov 1, 2023 | FormGraph Generation | —Unverified | 0 |
| Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages? | Nov 1, 2023 | Inductive Bias | CodeCode Available | 0 |
| Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach | Oct 29, 2023 | Inductive BiasLink Prediction | —Unverified | 0 |