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09/21/2023
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance
In this paper, we propose a novel cross-modal distillation method, calle...
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07/30/2023
The Multi-trip Autonomous Mobile Robots Scheduling Problem with Time Windows in a Stochastic Environment at Smart Hospitals
Autonomous Mobile Robots (AMRs) play a crucial role in transportation an...
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07/12/2023
WiscSort: External Sorting For Byte-Addressable Storage
We present WiscSort, a new approach to high-performance concurrent sorti...
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07/21/2022
TinyViT: Fast Pretraining Distillation for Small Vision Transformers
Vision transformer (ViT) recently has drawn great attention in computer ...
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04/14/2022
MiniViT: Compressing Vision Transformers with Weight Multiplexing
Vision Transformer (ViT) models have recently drawn much attention in co...
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11/29/2021
Searching the Search Space of Vision Transformer
Vision Transformer has shown great visual representation power in substa...
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07/29/2021
Rethinking and Improving Relative Position Encoding for Vision Transformer
Relative position encoding (RPE) is important for transformer to capture...
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04/29/2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search
Object tracking has achieved significant progress over the past few year...
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03/17/2021
Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking (Extended Version)
Hotspots, a small set of tuples frequently read/written by a large numbe...
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03/03/2021
OAG-BERT: Pre-train Heterogeneous Entity-augmented Academic Language Model
To enrich language models with domain knowledge is crucial but difficult...
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04/01/2019
Harvesting Visual Objects from Internet Images via Deep Learning Based Objectness Assessment
The collection of internet images has been growing in an astonishing spe...
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01/13/2017