| Rethinking Personalized Ranking at Pinterest: An End-to-End Approach | Sep 18, 2022 | CPUGPU | —Unverified | 0 |
| ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference | Sep 9, 2022 | CPUGPU | CodeCode Available | 1 |
| PixTrack: Precise 6DoF Object Pose Tracking using NeRF Templates and Feature-metric Alignment | Sep 8, 2022 | CPUMulti-Object Tracking | CodeCode Available | 1 |
| Kernel-Segregated Transpose Convolution Operation | Sep 8, 2022 | CPUGPU | —Unverified | 0 |
| Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation | Sep 7, 2022 | CPUGenerative Adversarial Network | CodeCode Available | 1 |
| Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study | Sep 3, 2022 | CPUDeep Learning | —Unverified | 0 |
| PulseDL-II: A System-on-Chip Neural Network Accelerator for Timing and Energy Extraction of Nuclear Detector Signals | Sep 2, 2022 | CPUDeep Learning | —Unverified | 0 |
| LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval | Aug 31, 2022 | CPUDecoder | CodeCode Available | 1 |
| SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance | Aug 30, 2022 | CPU | —Unverified | 0 |
| Towards making the most of NLP-based device mapping optimization for OpenCL kernels | Aug 30, 2022 | CPUGPU | —Unverified | 0 |
| Joint Optimization of Resource Allocation, Phase Shift and UAV Trajectory for Energy-Efficient RIS-Assisted UAV-Enabled MEC Systems | Aug 30, 2022 | CPUEdge-computing | —Unverified | 0 |
| Distributed CPU Scheduling Subject to Nonlinear Constraints | Aug 30, 2022 | CPUDistributed Optimization | —Unverified | 0 |
| k-MS: A novel clustering algorithm based on morphological reconstruction | Aug 30, 2022 | ClusteringCPU | CodeCode Available | 0 |
| Computing with Hypervectors for Efficient Speaker Identification | Aug 28, 2022 | CPUQuantization | —Unverified | 0 |
| JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU | Aug 25, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications | Aug 24, 2022 | CPUDecoder | —Unverified | 0 |
| Efficient Heterogeneous Video Segmentation at the Edge | Aug 24, 2022 | CPUGPU | —Unverified | 0 |
| Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching | Aug 19, 2022 | Compiler OptimizationCPU | CodeCode Available | 1 |
| MARTI-4: new model of human brain, considering neocortex and basal ganglia -- learns to play Atari game by reinforcement learning on a single CPU | Aug 18, 2022 | CPUOpenAI Gym | —Unverified | 0 |
| 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 |
| Implementation of improved RGBD 3D target detection model based on FPGA heterogeneous computing architecture | Aug 15, 2022 | CPUSemantic Segmentation | —Unverified | 0 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 |
| Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search | Aug 12, 2022 | CPUIntent Detection | CodeCode Available | 1 |
