| A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining | Aug 7, 2022 | CPUGPU | —Unverified | 0 |
| Leveraging the HW/SW Optimizations and Ecosystems that Drive the AI Revolution | Aug 4, 2022 | GPUOptical Flow Estimation | —Unverified | 0 |
| Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs | Aug 3, 2022 | GPU | —Unverified | 0 |
| Streaming-capable High-performance Architecture of Learned Image Compression Codecs | Aug 2, 2022 | CPUDecoder | CodeCode Available | 0 |
| Two-Stream Transformer Architecture for Long Video Understanding | Aug 2, 2022 | Action RecognitionGPU | —Unverified | 0 |
| OLLIE: Derivation-based Tensor Program Optimizer | Aug 2, 2022 | GPUtensor algebra | —Unverified | 0 |
| Graph Neural Network with Local Frame for Molecular Potential Energy Surface | Aug 1, 2022 | GPUGraph Neural Network | CodeCode Available | 0 |
| GANDSE: Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design | Aug 1, 2022 | CPUDeep Learning | —Unverified | 0 |
| DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning | Jul 31, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| BiFeat: Supercharge GNN Training via Graph Feature Quantization | Jul 29, 2022 | GPUQuantization | CodeCode Available | 0 |
| Evaluating the Practicality of Learned Image Compression | Jul 29, 2022 | CPUGPU | —Unverified | 0 |
| Efficient High-Resolution Deep Learning: A Survey | Jul 26, 2022 | Deep LearningGPU | —Unverified | 0 |
| DeepFusion: Real-Time Dense 3D Reconstruction for Monocular SLAM using Single-View Depth and Gradient Predictions | Jul 25, 2022 | 3D ReconstructionGPU | —Unverified | 0 |
| The BUTTER Zone: An Empirical Study of Training Dynamics in Fully Connected Neural Networks | Jul 25, 2022 | CPUGPU | CodeCode Available | 0 |
| GNN Transformation Framework for Improving Efficiency and Scalability | Jul 25, 2022 | GPU | CodeCode Available | 0 |
| Physics-Informed Learning of Aerosol Microphysics | Jul 24, 2022 | GPU | —Unverified | 0 |
| Initial Orbit Determination for the CR3BP using Particle Swarm Optimization | Jul 23, 2022 | GPUPosition | —Unverified | 0 |
| Provable Defense Against Geometric Transformations | Jul 22, 2022 | Autonomous DrivingGPU | CodeCode Available | 0 |
| Dense RGB-D-Inertial SLAM with Map Deformations | Jul 22, 2022 | 3D ReconstructionGPU | —Unverified | 0 |
| COBRA: Cpu-Only aBdominal oRgan segmentAtion | Jul 21, 2022 | CPUGPU | —Unverified | 0 |
| EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching | Jul 20, 2022 | GPUimage-classification | CodeCode Available | 0 |
| Real-time End-to-End Video Text Spotter with Contrastive Representation Learning | Jul 18, 2022 | Contrastive LearningGPU | CodeCode Available | 0 |
| A Variant of Concurrent Constraint Programming on GPU | Jul 18, 2022 | CPUGPU | —Unverified | 0 |
| TSPipe: Learn from Teacher Faster with Pipelines | Jul 17, 2022 | GPUKnowledge Distillation | CodeCode Available | 0 |
| Associative Memory Based Experience Replay for Deep Reinforcement Learning | Jul 16, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |