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| 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 |
| k-MS: A novel clustering algorithm based on morphological reconstruction | Aug 30, 2022 | ClusteringCPU | CodeCode Available | 0 |
| Distributed CPU Scheduling Subject to Nonlinear Constraints | Aug 30, 2022 | CPUDistributed Optimization | —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 |
| 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 |
| Musika! Fast Infinite Waveform Music Generation | Aug 18, 2022 | CPUGenerative Adversarial Network | CodeCode Available | 2 |
| L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training | Aug 18, 2022 | CPUGPU | CodeCode Available | 1 |
| 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 |
| User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems | Aug 10, 2022 | CPU | —Unverified | 0 |
| Partially Distributed Beamforming Design for RIS-Aided Cell-Free Networks | Aug 10, 2022 | CPU | —Unverified | 0 |
| A Frequency-aware Software Cache for Large Recommendation System Embeddings | Aug 8, 2022 | CPUGPU | CodeCode Available | 0 |
| Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object Detection | Aug 8, 2022 | CPUobject-detection | CodeCode Available | 1 |
| A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining | Aug 7, 2022 | CPUGPU | —Unverified | 0 |
| Streaming-capable High-performance Architecture of Learned Image Compression Codecs | Aug 2, 2022 | CPUDecoder | 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 |
| Evaluating the Practicality of Learned Image Compression | Jul 29, 2022 | CPUGPU | —Unverified | 0 |
| POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning | Jul 27, 2022 | CPUreinforcement-learning | —Unverified | 0 |
| FastGeodis: Fast Generalised Geodesic Distance Transform | Jul 26, 2022 | CPUGPU | CodeCode Available | 1 |
| Large-displacement 3D Object Tracking with Hybrid Non-local Optimization | Jul 26, 2022 | 3D Object TrackingCPU | CodeCode Available | 1 |
| The BUTTER Zone: An Empirical Study of Training Dynamics in Fully Connected Neural Networks | Jul 25, 2022 | CPUGPU | CodeCode Available | 0 |
| Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation | Jul 23, 2022 | CPUGPU | CodeCode Available | 1 |
| HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation | Jul 22, 2022 | CPUManagement | —Unverified | 0 |
| HybMT: Hybrid Meta-Predictor based ML Algorithm for Fast Test Vector Generation | Jul 22, 2022 | CPUDecision Making | —Unverified | 0 |
| COBRA: Cpu-Only aBdominal oRgan segmentAtion | Jul 21, 2022 | CPUGPU | —Unverified | 0 |
| LPYOLO: Low Precision YOLO for Face Detection on FPGA | Jul 21, 2022 | CPUDecision Making | CodeCode Available | 1 |
| ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome Analysis | Jul 20, 2022 | CPUGPU | CodeCode Available | 1 |
| A Variant of Concurrent Constraint Programming on GPU | Jul 18, 2022 | CPUGPU | —Unverified | 0 |
| ORB-based SLAM accelerator on SoC FPGA | Jul 18, 2022 | Autonomous NavigationCPU | —Unverified | 0 |
| Associative Memory Based Experience Replay for Deep Reinforcement Learning | Jul 16, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System | Jul 16, 2022 | ClusteringCPU | CodeCode Available | 1 |
| Optimizing Data Collection in Deep Reinforcement Learning | Jul 15, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets | Jul 13, 2022 | CPUKeyword Spotting | —Unverified | 0 |