conftrace_

computational efficiency

362 papers

Explore in graph

Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) neural network optimization (1293) convolutional neural network (4226) neural network (6616) attention mechanism (4001) vision transformer (1106) transformer architecture (1560) model architecture (324)

Papers

Data Structures for Density Estimation ICML 2023
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation NIPS 2023
Long-Range Language Modeling with Selective Cache EMNLP 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models NIPS 2023
Alternating Updates for Efficient Transformers NIPS 2023
Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers ICCV 2023
Sparse Modular Activation for Efficient Sequence Modeling NIPS 2023
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms ICML 2023
Partially Observable Multi-agent RL with (Quasi-)Efficiency: The Blessing of Information Sharing ICML 2023
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ACL 2023
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition AAAI 2023
Understanding the Complexity Gains of Single-Task RL with a Curriculum ICML 2023
Online (Multinomial) Logistic Bandit: Improved Regret and Constant Computation Cost NIPS 2023
Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling AAAI 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
Efficient Diffusion Policies For Offline Reinforcement Learning NIPS 2023
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning INTERSPEECH 2023
Sparse Universal Transformer EMNLP 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NIPS 2023
Split To Learn: Gradient Split for Multi-Task Human Image Analysis WACV 2023
Efficient Skeleton-Based Action Recognition via Joint-Mapping Strategies WACV 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
Language-Routing Mixture of Experts for Multilingual and Code-Switching Speech Recognition INTERSPEECH 2023
Objects Do Not Disappear: Video Object Detection by Single-Frame Object Location Anticipation ICCV 2023