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09/10/2023
Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning
While impressive performance has been achieved in image captioning, the ...
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08/23/2023
CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
Out-of-distribution (OOD) detection refers to training the model on an i...
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08/15/2023
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
In the domain adaptation problem, source data may be unavailable to the ...
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07/22/2023
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping
Designing deep learning algorithms for gland segmentation is crucial for...
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07/11/2023
ℓ_p-Regression in the Arbitrary Partition Model of Communication
We consider the randomized communication complexity of the distributed ℓ...
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06/29/2023
Causal Meta-Analysis by Integrating Multiple Observational Studies with Multivariate Outcomes
Integrating multiple observational studies to make unconfounded causal o...
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06/11/2023
Learning the Positions in CountSketch
We consider sketching algorithms which first compress data by multiplica...
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05/17/2023
Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing
Many modern tech companies, such as Google, Uber, and Didi, utilize onli...
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05/15/2023
CompSuite: A Dataset of Java Library Upgrade Incompatibility Issues
Modern software systems heavily rely on external libraries developed by ...
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05/13/2023
A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG^2+ Track 3
In this technical report, we briefly introduce the solution of our team ...
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04/18/2023
SViTT: Temporal Learning of Sparse Video-Text Transformers
Do video-text transformers learn to model temporal relationships across ...
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04/14/2023
Skeleton-based action analysis for ADHD diagnosis
Attention Deficit Hyperactivity Disorder (ADHD) is a common neurobehavio...
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04/12/2023
CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks
Contrastive Language-Image Pre-training (CLIP) is a powerful multimodal ...
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04/11/2023
Evaluating AIGC Detectors on Code Content
Artificial Intelligence Generated Content (AIGC) has garnered considerab...
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03/09/2023
Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients
Lung cancer is a leading cause of cancer mortality globally, highlightin...
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02/01/2023
CATFL: Certificateless Authentication-based Trustworthy Federated Learning for 6G Semantic Communications
Federated learning (FL) provides an emerging approach for collaborativel...
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12/22/2022
Deep Learning of Semi-Competing Risk Data via a New Neural Expectation-Maximization Algorithm
Prognostication for lung cancer, a leading cause of mortality, remains a...
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12/18/2022
Unconfounded Meta-analytical Frameworks for Multivariate Outcomes in Multigroup Observational Studies using Concordant Weights
While meta-analyzing retrospective cancer patient cohorts, an investigat...
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12/13/2022
Airline service quality ranking based on combined TOPSIS-VIKOR-AISM model
The service quality ranking of airlines is a crucial factor for their su...
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12/06/2022
Higher Lower Bounds for Sparse Oblivious Subspace Embeddings
An oblivious subspace embedding (OSE), characterized by parameters m,n,d...
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11/16/2022
De-biased lasso for stratified Cox models with application to the national kidney transplant data
The Scientific Registry of Transplant Recipients (SRTR) system has becom...
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11/14/2022
The ℓ_p-Subspace Sketch Problem in Small Dimensions with Applications to Support Vector Machines
In the ℓ_p-subspace sketch problem, we are given an n× d matrix A with n...
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10/28/2022
Spectrograms Are Sequences of Patches
Self-supervised pre-training models have been used successfully in sever...
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10/18/2022
NFGen: Automatic Non-linear Function Evaluation Code Generator for General-purpose MPC Platforms
Due to the absence of a library for non-linear function evaluation, so-c...
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09/28/2022
Learning Asynchronous and Error-prone Longitudinal Data via Functional Calibration
In many longitudinal settings, time-varying covariates may not be measur...
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09/27/2022
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation
Fully supervised semantic segmentation learns from dense masks, which re...
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09/19/2022
Tree-based Text-Vision BERT for Video Search in Baidu Video Advertising
The advancement of the communication technology and the popularity of th...
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09/15/2022
Exploring Visual Interpretability for Contrastive Language-Image Pre-training
Contrastive Language-Image pre-training (CLIP) learns rich representatio...
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09/14/2022
A New Integrative Method for Multigroup Comparisons of Censored Survival Outcomes in Multiple Observational Studies
While comparing multiple groups of subjects, covariate imbalance generat...
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08/30/2022
SSORN: Self-Supervised Outlier Removal Network for Robust Homography Estimation
The traditional homography estimation pipeline consists of four main ste...
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07/17/2022
CATRE: Iterative Point Clouds Alignment for Category-level Object Pose Refinement
While category-level 9DoF object pose estimation has emerged recently, p...
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07/17/2022
Streaming Algorithms with Large Approximation Factors
We initiate a broad study of classical problems in the streaming model w...
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07/13/2022
Online Active Regression
Active regression considers a linear regression problem where the learne...
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06/14/2022
Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images
Developing an AI-assisted gland segmentation method from histology image...
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06/10/2022
Feature Learning and Ensemble Pre-Tasks Based Self-Supervised Speech Denoising and Dereverberation
Self-supervised learning (SSL) achieves great success in monaural speech...
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05/31/2022
A Soft-Thresholding Operator for Sparse Time-Varying Effects in Survival Models
We consider a class of Cox models with time-dependent effects that may b...
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05/31/2022
VALHALLA: Visual Hallucination for Machine Translation
Designing better machine translation systems by considering auxiliary in...
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05/24/2022
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation
As an essential prerequisite for developing a medical intelligent assist...
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05/21/2022
Multi-task Learning for Gaussian Graphical Regressions with High Dimensional Covariates
Gaussian graphical regression is a powerful means that regresses the pre...
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05/07/2022
Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network Regression
Preoperative opioid use has been reported to be associated with higher p...
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05/05/2022
High-Dimensional Survival Analysis: Methods and Applications
In the era of precision medicine, time-to-event outcomes such as time to...
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05/04/2022
DEAR: A Novel Deep Learning-based Approach for Automated Program Repair
The existing deep learning (DL)-based automated program repair (APR) mod...
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04/13/2022
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma
Lung cancer is the leading cause of cancer death worldwide, and adenocar...
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03/25/2022
Unsupervised Image Deraining: Optimization Model Driven Deep CNN
The deep convolutional neural network has achieved significant progress ...
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03/23/2022
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation
The goal of recommender systems is to provide ordered item lists to user...
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03/01/2022
Specialized Accelerators and Compiler Flows: Replacing Accelerator APIs with a Formal Software/Hardware Interface
Specialized accelerators are increasingly used to meet the power-perform...
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02/20/2022
Tight Bounds for Sketching the Operator Norm, Schatten Norms, and Subspace Embeddings
We consider the following oblivious sketching problem: given ϵ∈ (0,1/3) ...
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12/21/2021
Self-Supervised Learning based Monaural Speech Enhancement with Multi-Task Pre-Training
In self-supervised learning, it is challenging to reduce the gap between...
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12/21/2021
Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent
Recently, self-supervised learning (SSL) techniques have been introduced...
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12/21/2021
