| StaSiS-Net: a stacked and siamese stereo network for depth reconstruction in modern 3D laparoscopy. | Apr 6, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| Long Movie Clip Classification with State-Space Video Models | Apr 4, 2022 | ClassificationDecoder | CodeCode Available | 1 |
| TALLFormer: Temporal Action Localization with a Long-memory Transformer | Apr 4, 2022 | Action LocalizationAction Recognition | CodeCode Available | 1 |
| Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models | Mar 31, 2022 | Action DetectionAction Recognition | CodeCode Available | 1 |
| DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation | Mar 30, 2022 | GPU | CodeCode Available | 1 |
| Optimization for Classical Machine Learning Problems on the GPU | Mar 30, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| A Fast Post-Training Pruning Framework for Transformers | Mar 29, 2022 | GPU | CodeCode Available | 1 |
| Efficient Visual Tracking via Hierarchical Cross-Attention Transformer | Mar 25, 2022 | CPUGPU | CodeCode Available | 1 |
| Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing Images | Mar 25, 2022 | DecoderGPU | CodeCode Available | 1 |
| Training-free Transformer Architecture Search | Mar 23, 2022 | DiversityGPU | CodeCode Available | 1 |
| Sionna: An Open-Source Library for Next-Generation Physical Layer Research | Mar 22, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance | Mar 16, 2022 | GPUQuantization | CodeCode Available | 1 |
| Panoptic SwiftNet: Pyramidal Fusion for Real-time Panoptic Segmentation | Mar 15, 2022 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching | Mar 13, 2022 | CPUGPU | CodeCode Available | 1 |
| Towards Less Constrained Macro-Neural Architecture Search | Mar 10, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 |
| DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition | Mar 8, 2022 | Dialog Act ClassificationGPU | CodeCode Available | 1 |
| End-to-end Multiple Instance Learning with Gradient Accumulation | Mar 8, 2022 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| WaveMix: Resource-efficient Token Mixing for Images | Mar 7, 2022 | GPUImage Classification | CodeCode Available | 1 |
| Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning | Mar 5, 2022 | GPUKnowledge Distillation | CodeCode Available | 1 |
| py-irt: A Scalable Item Response Theory Library for Python | Mar 2, 2022 | GPU | CodeCode Available | 1 |
| DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training | Feb 28, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training | Feb 25, 2022 | GPUNatural Questions | CodeCode Available | 1 |
| BERTVision -- A Parameter-Efficient Approach for Question Answering | Feb 24, 2022 | GPUQuestion Answering | CodeCode Available | 1 |
| Auto-scaling Vision Transformers without Training | Feb 24, 2022 | GPU | CodeCode Available | 1 |
| Distributed Out-of-Memory NMF on CPU/GPU Architectures | Feb 19, 2022 | CPUDimensionality Reduction | CodeCode Available | 1 |
