conftrace_

adaptive inference

39 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) early exit (79) efficient inference (233) spatial redundancy (14) neural network (6616) image classification (1944) graphical model (864) inference optimization (219) model efficiency (206)

Papers

Adaptive Inference for Medical Vision Transformers: Token Reduction or Early Exit? MIDL 2026
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture AAAI 2026
Learning to Inference Adaptively for Multimodal Large Language Models ICCV 2025
Not All Layers of LLMs Are Necessary During Inference IJCAI 2025
The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025
Make Your Training Flexible: Towards Deployment-Efficient Video Models ICCV 2025
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025
AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution CVPR 2024
Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024
DynamicDet: A Unified Dynamic Architecture for Object Detection CVPR 2023
SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks EMNLP 2023
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection ICCV 2023
LightGlue: Local Feature Matching at Light Speed ICCV 2023
A Unified Framework for Robustness on Diverse Sampling Errors ICCV 2023
Adaptive Linear Estimating Equations NIPS 2023
HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference EMNLP 2023
Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings ACL 2023
Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices INTERSPEECH 2022
Latency-aware Spatial-wise Dynamic Networks NIPS 2022
SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles CVPR 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022
Post-hoc estimators for learning to defer to an expert NIPS 2022