| Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding | Aug 25, 2022 | 3D Point Cloud ClassificationInductive Bias | CodeCode Available | 1 |
| CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image | Aug 23, 2022 | Image SegmentationInductive Bias | CodeCode Available | 0 |
| Neural PCA for Flow-Based Representation Learning | Aug 23, 2022 | Density EstimationInductive Bias | —Unverified | 0 |
| Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction | Aug 20, 2022 | Aspect Sentiment Triplet ExtractionInductive Bias | —Unverified | 0 |
| Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing | Aug 19, 2022 | Computational EfficiencyDecoder | CodeCode Available | 0 |
| The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs | Aug 18, 2022 | Inductive BiasPose Prediction | —Unverified | 0 |
| Cross-Domain Few-Shot Classification via Inter-Source Stylization | Aug 17, 2022 | ClassificationCross-Domain Few-Shot | —Unverified | 0 |
| Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing | Aug 17, 2022 | Graph LearningGraph structure learning | CodeCode Available | 1 |
| Semi-supervised Vision Transformers at Scale | Aug 11, 2022 | Inductive BiasSemi-Supervised Image Classification | CodeCode Available | 1 |
| Global Hierarchical Attention for 3D Point Cloud Analysis | Aug 7, 2022 | 3D Object DetectionInductive Bias | —Unverified | 0 |
| Unifying physical systems' inductive biases in neural ODE using dynamics constraints | Aug 3, 2022 | Inductive Bias | —Unverified | 0 |
| Two-Stream Transformer Architecture for Long Video Understanding | Aug 2, 2022 | Action RecognitionGPU | —Unverified | 0 |
| Local Perception-Aware Transformer for Aerial Tracking | Aug 1, 2022 | Inductive BiasObject Tracking | CodeCode Available | 0 |
| Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks | Jul 31, 2022 | Inductive BiasMedical Diagnosis | —Unverified | 0 |
| End-to-end View Synthesis via NeRF Attention | Jul 29, 2022 | Inductive BiasNeRF | —Unverified | 0 |
| Is Attention All That NeRF Needs? | Jul 27, 2022 | AllGeneralizable Novel View Synthesis | CodeCode Available | 2 |
| Convolutional Embedding Makes Hierarchical Vision Transformer Stronger | Jul 27, 2022 | Inductive Bias | —Unverified | 0 |
| Thermodynamics of learning physical phenomena | Jul 26, 2022 | Inductive Bias | —Unverified | 0 |
| Effective and Interpretable Information Aggregation with Capacity Networks | Jul 25, 2022 | DecoderInductive Bias | —Unverified | 0 |
| Equivariance and Invariance Inductive Bias for Learning from Insufficient Data | Jul 25, 2022 | Inductive Bias | CodeCode Available | 1 |
| Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning | Jul 23, 2022 | Inductive BiasNetHack | CodeCode Available | 1 |
| Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation | Jul 22, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Auto-regressive Image Synthesis with Integrated Quantization | Jul 21, 2022 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 |
| Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? | Jul 21, 2022 | Inductive Bias | —Unverified | 0 |
