research
∙
09/07/2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
We present InstructDiffusion, a unifying and generic framework for align...
share
research
∙
08/18/2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation
The recent wave of AI-generated content has witnessed the great developm...
research
∙
07/23/2023
A First Look at On-device Models in iOS Apps
Powered by the rising popularity of deep learning techniques on smartpho...
research
∙
05/11/2023
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention
Vision transformers have shown great success due to their high model cap...
research
∙
12/18/2022
A Generalized Framework for Critical Heat Flux Detection Using Unsupervised Image-to-Image Translation
This work proposes a framework developed to generalize Critical Heat Flu...
research
∙
12/01/2022
ResFormer: Scaling ViTs with Multi-Resolution Training
Vision Transformers (ViTs) have achieved overwhelming success, yet they ...
research
∙
11/21/2022
Exploring Discrete Diffusion Models for Image Captioning
The image captioning task is typically realized by an auto-regressive me...
research
∙
09/20/2022
One-to-Many Semantic Communication Systems: Design, Implementation, Performance Evaluation
Semantic communication in the 6G era has been deemed a promising communi...
research
∙
11/18/2021
SimMIM: A Simple Framework for Masked Image Modeling
This paper presents SimMIM, a simple framework for masked image modeling...
research
∙
11/18/2021
Swin Transformer V2: Scaling Up Capacity and Resolution
We present techniques for scaling Swin Transformer up to 3 billion param...
research
∙
06/24/2021
Video Swin Transformer
The vision community is witnessing a modeling shift from CNNs to Transfo...
research
∙
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...
research
∙
05/10/2021
Self-Supervised Learning with Swin Transformers
We are witnessing a modeling shift from CNN to Transformers in computer ...
research
∙
03/25/2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
This paper presents a new vision Transformer, called Swin Transformer, t...
research
∙
01/22/2020
DeepRS: Deep-learning Based Network-Adaptive FEC for Real-Time Video Communications
This work proposes an innovative approach to handle packet loss in real-...
research
∙
04/25/2019
