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09/21/2023
PanoVOS:Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation
Panoramic videos contain richer spatial information and have attracted t...
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07/02/2023
Query-Efficient Decision-based Black-Box Patch Attack
Deep neural networks (DNNs) have been showed to be highly vulnerable to ...
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05/26/2023
OpenVIS: Open-vocabulary Video Instance Segmentation
We propose and study a new computer vision task named open-vocabulary vi...
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05/18/2023
Content-based Unrestricted Adversarial Attack
Unrestricted adversarial attacks typically manipulate the semantic conte...
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03/22/2023
CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning
This work focuses on sign language retrieval-a recently proposed task fo...
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03/21/2023
Efficient Decision-based Black-box Patch Attacks on Video Recognition
Although Deep Neural Networks (DNNs) have demonstrated excellent perform...
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03/21/2023
Model Robustness Meets Data Privacy: Adversarial Robustness Distillation without Original Data
Large-scale deep learning models have achieved great performance based o...
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12/19/2022
ColoristaNet for Photorealistic Video Style Transfer
Photorealistic style transfer aims to transfer the artistic style of an ...
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11/28/2022
RankDNN: Learning to Rank for Few-shot Learning
This paper introduces a new few-shot learning pipeline that casts releva...
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11/21/2022
Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization
Deep neural networks are vulnerable to adversarial examples, which attac...
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11/18/2022
LVOS: A Benchmark for Long-term Video Object Segmentation
Existing video object segmentation (VOS) benchmarks focus on short-term ...
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07/15/2022
Weakly Supervised Video Salient Object Detection via Point Supervision
Video salient object detection models trained on pixel-wise dense annota...
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06/13/2022
Featurized Query R-CNN
The query mechanism introduced in the DETR method is changing the paradi...
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04/12/2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation
Although vision transformers (ViTs) have achieved great success in compu...
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03/24/2022
AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception
Studying the inherent symmetry of data is of great importance in machine...
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03/24/2022
Sparse Instance Activation for Real-Time Instance Segmentation
In this paper, we propose a conceptually novel, efficient, and fully con...
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03/22/2022
Weakly-Supervised Salient Object Detection Using Point Supervison
Current state-of-the-art saliency detection models rely heavily on large...
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03/17/2022
FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos
Current benchmarks for facial expression recognition (FER) mainly focus ...
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03/17/2022
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning
This paper presents new hierarchically cascaded transformers that can im...
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03/16/2022
Towards Practical Certifiable Patch Defense with Vision Transformer
Patch attacks, one of the most threatening forms of physical attack in a...
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03/14/2022
A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances
Affective computing plays a key role in human-computer interactions, ent...
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03/14/2022
Efficient universal shuffle attack for visual object tracking
Recently, adversarial attacks have been applied in visual object trackin...
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08/17/2021
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory
Realizing today's cloud-level artificial intelligence functionalities di...
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08/13/2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation
Domain adaptation for semantic segmentation enables to alleviate the nee...
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07/12/2021
On the Evaluation of Commit Message Generation Models: An Experimental Study
Commit messages are natural language descriptions of code changes, which...
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03/23/2021
RPATTACK: Refined Patch Attack on General Object Detectors
Nowadays, general object detectors like YOLO and Faster R-CNN as well as...
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03/03/2021
Video Sentiment Analysis with Bimodal Information-augmented Multi-Head Attention
Sentiment analysis is the basis of intelligent human-computer interactio...
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12/13/2020
EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search
Human pose estimation from image and video is a vital task in many multi...
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07/07/2019
An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging
Underwater images play a key role in ocean exploration, but often suffer...
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07/03/2018