| L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training | Aug 18, 2022 | CPUGPU | CodeCode Available | 1 |
| Musika! Fast Infinite Waveform Music Generation | Aug 18, 2022 | CPUGenerative Adversarial Network | CodeCode Available | 2 |
| Uconv-Conformer: High Reduction of Input Sequence Length for End-to-End Speech Recognition | Aug 16, 2022 | CPUGPU | —Unverified | 0 |
| LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale | Aug 15, 2022 | GPULanguage Modelling | CodeCode Available | 5 |
| Online 3D Bin Packing Reinforcement Learning Solution with Buffer | Aug 15, 2022 | 3D Bin PackingData Augmentation | —Unverified | 0 |
| A Tool for Neural Network Global Robustness Certification and Training | Aug 15, 2022 | GPU | —Unverified | 0 |
| Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU | Aug 14, 2022 | ClusteringDecoder | —Unverified | 0 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 |
| Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training | Aug 12, 2022 | GPU | CodeCode Available | 2 |
| USB: A Unified Semi-supervised Learning Benchmark for Classification | Aug 12, 2022 | General ClassificationGPU | CodeCode Available | 3 |
| Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph | Aug 11, 2022 | GPURepresentation Learning | —Unverified | 0 |
| Optimizing Anchor-based Detectors for Autonomous Driving Scenes | Aug 11, 2022 | Autonomous DrivingGPU | —Unverified | 0 |
| General Cutting Planes for Bound-Propagation-Based Neural Network Verification | Aug 11, 2022 | GPU | CodeCode Available | 0 |
| Scalable neural quantum states architecture for quantum chemistry | Aug 11, 2022 | GPU | —Unverified | 0 |
| CoViT: Real-time phylogenetics for the SARS-CoV-2 pandemic using Vision Transformers | Aug 9, 2022 | GPU | CodeCode Available | 0 |
| Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis | Aug 9, 2022 | GPUNeRF | —Unverified | 0 |
| A Frequency-aware Software Cache for Large Recommendation System Embeddings | Aug 8, 2022 | CPUGPU | CodeCode Available | 0 |
| FRA-RIR: Fast Random Approximation of the Image-source Method | Aug 8, 2022 | DenoisingGPU | CodeCode Available | 2 |
| Object Detection Using Sim2Real Domain Randomization for Robotic Applications | Aug 8, 2022 | GPUobject-detection | —Unverified | 0 |
| 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 |
| Unified Normalization for Accelerating and Stabilizing Transformers | Aug 2, 2022 | GPU | CodeCode Available | 1 |
| OLLIE: Derivation-based Tensor Program Optimizer | Aug 2, 2022 | GPUtensor algebra | —Unverified | 0 |
| Two-Stream Transformer Architecture for Long Video Understanding | Aug 2, 2022 | Action RecognitionGPU | —Unverified | 0 |
