| P4O: Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization | Sep 29, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Fast and Efficient Once-For-All Networks for Diverse Hardware Deployment | Sep 29, 2021 | AllGPU | —Unverified | 0 |
| Not-so fine-tuning: Measures of Common Sense for Language Models | Sep 29, 2021 | Common Sense ReasoningGPU | —Unverified | 0 |
| SpSC: A Fast and Provable Algorithm for Sampling-Based GNN Training | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| InterTrain: Accelerating DNN Training using Input Interpolation | Sep 29, 2021 | GPU | —Unverified | 0 |
| EXPLAINABLE AI-BASED DYNAMIC FILTER PRUNING OF CONVOLUTIONAL NEURAL NETWORKS | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| CDPS: Constrained DTW-Preserving Shapelets | Sep 29, 2021 | ClusteringConstrained Clustering | —Unverified | 0 |
| Automated Channel Pruning with Learned Importance | Sep 29, 2021 | DenoisingGPU | —Unverified | 0 |
| EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression | Sep 29, 2021 | GPUGraph Learning | —Unverified | 0 |
| TransSlowDown: Efficiency Attacks on Neural Machine Translation Systems | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| Understanding the Role of Self Attention for Efficient Speech Recognition | Sep 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Investigation on Hardware-Aware Vision Transformer Scaling | Sep 29, 2021 | GPUimage-classification | —Unverified | 0 |
| A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks | Sep 29, 2021 | Adversarial AttackGPU | —Unverified | 0 |
| Scalable Sinkhorn Backpropagation | Sep 29, 2021 | GPURolling Shutter Correction | —Unverified | 0 |
| Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation | Sep 29, 2021 | DecoderGPU | —Unverified | 0 |
| ZenDet: Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search | Sep 29, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Embedding Compression with Hashing for Efficient Representation Learning in Graph | Sep 29, 2021 | GPURepresentation Learning | —Unverified | 0 |
| Ambiguity Adaptive Inference and Single-shot based Channel Pruning for Satellite Processing Environments | Sep 29, 2021 | GPU | —Unverified | 0 |
| Confusion-based rank similarity filters for computationally-efficient machine learning on high dimensional data | Sep 28, 2021 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Using neural networks to solve the 2D Poisson equation for electric field computation in plasma fluid simulations | Sep 27, 2021 | GPU | CodeCode Available | 0 |
| Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration | Sep 26, 2021 | Deep LearningGPU | —Unverified | 0 |
| MODNet-V: Improving Portrait Video Matting via Background Restoration | Sep 24, 2021 | GPUImage Matting | CodeCode Available | 0 |
| PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation | Sep 23, 2021 | Autonomous DrivingGPU | —Unverified | 0 |
| Emulating Aerosol Microphysics with Machine Learning | Sep 22, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection | Sep 22, 2021 | GPUInformation Retrieval | —Unverified | 0 |