conftrace_

efficient computing

781 papers

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EC

Co-occurring keywords

model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

Searching for Efficient Transformers for Language Modeling NIPS 2021
Towards Stable and Robust AdderNets NIPS 2021
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation NIPS 2021
BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining NIPS 2021
Space-time Mixing Attention for Video Transformer NIPS 2021
Adder Attention for Vision Transformer NIPS 2021
XCiT: Cross-Covariance Image Transformers NIPS 2021
Enabling Fast Differentially Private SGD via Just-in-Time Compilation and Vectorization NIPS 2021
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NIPS 2021
Searching for Controllable Image Restoration Networks ICCV 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling ICCV 2021
Visual Transformers: Where Do Transformers Really Belong in Vision Models? ICCV 2021
Accelerating Neural Architecture Search via Proxy Data IJCAI 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
Ultra-Low Precision 4-bit Training of Deep Neural Networks NIPS 2020
High Performance Natural Language Processing EMNLP 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020
CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020
Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification NIPS 2020
Hypersolvers: Toward Fast Continuous-Depth Models NIPS 2020
Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping NIPS 2020
ShiftAddNet: A Hardware-Inspired Deep Network NIPS 2020
Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020