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09/07/2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
We present InstructDiffusion, a unifying and generic framework for align...
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06/18/2023
Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective
Large language models (LLMs), like ChatGPT, have shown some human-like c...
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05/12/2023
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations
Relational databases play an important role in this Big Data era. Howeve...
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05/02/2023
FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework
Flight Trajectory Prediction (FTP) is an essential task in Air Traffic C...
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02/23/2023
PIFON-EPT: MR-Based Electrical Property Tomography Using Physics-Informed Fourier Networks
Objective: In this paper, we introduce Physics-Informed Fourier Networks...
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01/18/2023
ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training
A key performance bottleneck when training graph neural network (GNN) mo...
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12/05/2022
CBNet: A Plug-and-Play Network for Segmentation-based Scene Text Detection
Recently, segmentation-based methods are quite popular in scene text det...
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11/30/2022
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
Diverse data formats and ontologies of task-oriented dialogue (TOD) data...
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11/21/2022
Exploring Discrete Diffusion Models for Image Captioning
The image captioning task is typically realized by an auto-regressive me...
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09/20/2022
Vega-MT: The JD Explore Academy Translation System for WMT22
We describe the JD Explore Academy's submission of the WMT 2022 shared g...
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09/16/2022
Whole-Body Lesion Segmentation in 18F-FDG PET/CT
There has been growing research interest in using deep learning based me...
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08/23/2022
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning
Long-term vertebral fractures severely affect the life quality of patien...
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08/18/2022
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation
Empathy is a trait that naturally manifests in human conversation. Theor...
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08/17/2022
A Survey on Incomplete Multi-view Clustering
Conventional multi-view clustering seeks to partition data into respecti...
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02/13/2022
StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement
Despite its benefits for children's skill development and parent-child b...
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01/18/2022
Online, Informative MCMC Thinning with Kernelized Stein Discrepancy
A fundamental challenge in Bayesian inference is efficient representatio...
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11/18/2021
SimMIM: A Simple Framework for Masked Image Modeling
This paper presents SimMIM, a simple framework for masked image modeling...
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11/18/2021
Swin Transformer V2: Scaling Up Capacity and Resolution
We present techniques for scaling Swin Transformer up to 3 billion param...
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07/12/2021
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation
With the development of deep encoder-decoder architectures and large-sca...
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06/24/2021
Video Swin Transformer
The vision community is witnessing a modeling shift from CNNs to Transfo...
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06/16/2021
End-to-End Semi-Supervised Object Detection with Soft Teacher
This paper presents an end-to-end semi-supervised object detection appro...
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06/12/2021
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation
Automatic medical image segmentation has made great progress benefit fro...
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05/10/2021
Self-Supervised Learning with Swin Transformers
We are witnessing a modeling shift from CNN to Transformers in computer ...
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03/25/2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
This paper presents a new vision Transformer, called Swin Transformer, t...
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08/01/2020
Trojaning Language Models for Fun and Profit
Recent years have witnessed a new paradigm of building natural language ...
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06/08/2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training
Two important tasks at the intersection of knowledge graphs and natural ...
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11/05/2019
Deep Collaborative Discrete Hashing with Semantic-Invariant Structure
Existing deep hashing approaches fail to fully explore semantic correlat...
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06/17/2019
MMDetection: Open MMLab Detection Toolbox and Benchmark
We present MMDetection, an object detection toolbox that contains a rich...
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04/03/2019
SADIH: Semantic-Aware DIscrete Hashing
Due to its low storage cost and fast query speed, hashing has been recog...
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02/25/2019
Star-Transformer
Although the fully-connected attention-based model Transformer has achie...
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03/09/2018
Fusing Hierarchical Convolutional Features for Human Body Segmentation and Clothing Fashion Classification
The clothing fashion reflects the common aesthetics that people share wi...
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12/08/2015
