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04/17/2023
K-means Clustering Based Feature Consistency Alignment for Label-free Model Evaluation
The label-free model evaluation aims to predict the model performance on...
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02/24/2023
Retrieved Sequence Augmentation for Protein Representation Learning
Protein language models have excelled in a variety of tasks, ranging fro...
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02/11/2023
A Reparameterized Discrete Diffusion Model for Text Generation
This work studies discrete diffusion probabilistic models with applicati...
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10/14/2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling
Transformer has achieved remarkable success in language, image, and spee...
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06/13/2022
Learning Feature Disentanglement and Dynamic Fusion for Recaptured Image Forensic
Image recapture seriously breaks the fairness of artificial intelligent ...
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05/16/2022
Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation
Sequential recommendation (SR) learns users' preferences by capturing th...
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04/10/2022
Linear Complexity Randomized Self-attention Mechanism
Recently, random feature attentions (RFAs) are proposed to approximate t...
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10/06/2021
Ripple Attention for Visual Perception with Sub-quadratic Complexity
Transformer architectures are now central to modeling in natural languag...
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07/06/2021
HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation
Session-based recommendation (SBR) learns users' preferences by capturin...
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05/31/2021
Cascaded Head-colliding Attention
Transformers have advanced the field of natural language processing (NLP...
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04/16/2021
Estimation of the Global Mode of a Density: Minimaxity, Adaptation, and Computational Complexity
We consider the estimation of the global mode of a density under some de...
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12/14/2020
Template Matching with Ranks
We consider the problem of matching a template to a noisy signal. Motiva...
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10/31/2020
Some Theory for Texture Segmentation
In the context of texture segmentation in images, and provide some theor...
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09/09/2020
Template Matching and Change Point Detection by M-estimation
We consider the fundamental problem of matching a template to a signal. ...
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07/07/2020
Re-thinking Co-Salient Object Detection
In this paper, we conduct a comprehensive study on the co-salient object...
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06/16/2020