b'Yi Yang'

Faster Meta Update Strategy for Noise-Robust Deep Learning

It has been shown that deep neural networks are prone to overfitting on ...
04/30/2021 ∙ by Youjiang Xu, et al. ∙ 0 ∙ share

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Improving Weakly-supervised Object Localization via Causal Intervention

The recent emerged weakly supervised object localization (WSOL) methods ...
04/21/2021 ∙ by Feifei Shao, et al. ∙ 18 ∙ share

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T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval

Text-video retrieval is a challenging task that aims to search relevant ...
04/20/2021 ∙ by Xiaohan Wang, et al. ∙ 0 ∙ share

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DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency

Compared to 2D object bounding-box labeling, it is very difficult for hu...
04/08/2021 ∙ by Zongxin Yang, et al. ∙ 0 ∙ share

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Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems

Existing goal-oriented dialogue datasets focus mainly on identifying slo...
04/01/2021 ∙ by Derek Chen, et al. ∙ 0 ∙ share

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Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation

Domain adaptation is to transfer the shared knowledge learned from the s...
03/29/2021 ∙ by Zhedong Zheng, et al. ∙ 6 ∙ share

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ClawCraneNet: Leveraging Object-level Relation for Text-based Video Segmentation

Text-based video segmentation is a challenging task that segments out th...
03/19/2021 ∙ by Chen Liang, et al. ∙ 0 ∙ share

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Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar

Conventional face super-resolution methods usually assume testing low-re...
03/16/2021 ∙ by Peike Li, et al. ∙ 0 ∙ share

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RL-CSDia: Representation Learning of Computer Science Diagrams

Recent studies on computer vision mainly focus on natural images that ex...
03/10/2021 ∙ by Shaowei Wang, et al. ∙ 6 ∙ share

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Look, Evolve and Mold: Learning 3D Shape Manifold via Single-view Synthetic Data

With daily observation and prior knowledge, it is easy for us human to i...
03/08/2021 ∙ by Qianyu Feng, et al. ∙ 0 ∙ share

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Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing

To address the challenging task of instance-aware human part parsing, a ...
03/08/2021 ∙ by Tianfei Zhou, et al. ∙ 11 ∙ share

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Universal-Prototype Augmentation for Few-Shot Object Detection

Few-shot object detection (FSOD) aims to strengthen the performance of n...
03/01/2021 ∙ by Aming Wu, et al. ∙ 0 ∙ share

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Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search

The goal of person search is to localize and match query persons from sc...
02/22/2021 ∙ by Chuchu Han, et al. ∙ 13 ∙ share

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Learning Audio-Visual Correlations from Variational Cross-Modal Generation

People can easily imagine the potential sound while seeing an event. Thi...
02/05/2021 ∙ by Ye Zhu, et al. ∙ 0 ∙ share

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Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation

Existing image segmentation networks mainly leverage large-scale labeled...
02/03/2021 ∙ by Yuhang Ding, et al. ∙ 0 ∙ share

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AINet: Association Implantation for Superpixel Segmentation

Recently, some approaches are proposed to harness deep convolutional net...
01/26/2021 ∙ by Yaxiong Wang, et al. ∙ 15 ∙ share

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Supervision by Registration and Triangulation for Landmark Detection

We present Supervision by Registration and Triangulation (SRT), an unsup...
01/25/2021 ∙ by Xuanyi Dong, et al. ∙ 7 ∙ share

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Learning to Anticipate Egocentric Actions by Imagination

Anticipating actions before they are executed is crucial for a wide rang...
01/13/2021 ∙ by Yu Wu, et al. ∙ 0 ∙ share

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SemGloVe: Semantic Co-occurrences for GloVe from BERT

GloVe learns word embeddings by leveraging statistical information from ...
12/30/2020 ∙ by Leilei Gan, et al. ∙ 0 ∙ share

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Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective

The re-ranking approach leverages high-confidence retrieved samples to r...
12/14/2020 ∙ by Xuanmeng Zhang, et al. ∙ 6 ∙ share

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Doubly Robust Adaptive LASSO for Effect Modifier Discovery

Effect modification occurs when the effect of the treatment on an outcom...
11/25/2020 ∙ by Asma Bahamyirou, et al. ∙ 0 ∙ share

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ActBERT: Learning Global-Local Video-Text Representations

In this paper, we introduce ActBERT for self-supervised learning of join...
11/14/2020 ∙ by Linchao Zhu, et al. ∙ 0 ∙ share

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Large-scale multilingual audio visual dubbing

We describe a system for large-scale audiovisual translation and dubbing...
11/06/2020 ∙ by Yi Yang, et al. ∙ 3 ∙ share

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Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation

Domain adaptive semantic segmentation aims to train a model performing s...
10/31/2020 ∙ by Guoliang Kang, et al. ∙ 0 ∙ share

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Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification

Corporate mergers and acquisitions (M A) account for billions of dolla...
10/23/2020 ∙ by Linyi Yang, et al. ∙ 0 ∙ share

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LID 2020: The Learning from Imperfect Data Challenge Results

Learning from imperfect data becomes an issue in many industrial applica...
10/17/2020 ∙ by Yunchao Wei, et al. ∙ 4 ∙ share

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Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration

This paper investigates the principles of embedding learning to tackle t...
10/13/2020 ∙ by Zongxin Yang, et al. ∙ 6 ∙ share

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Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning

We present a simple few-shot named entity recognition (NER) system based...
10/06/2020 ∙ by Yi Yang, et al. ∙ 0 ∙ share

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DOTS: Decoupling Operation and Topology in Differentiable Architecture Search

Differentiable Architecture Search (DARTS) has attracted extensive atten...
10/02/2020 ∙ by Yu-Chao Gu, et al. ∙ 5 ∙ share

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Tasks Integrated Networks: Joint Detection and Retrieval for Image Search

The traditional object retrieval task aims to learn a discriminative fea...
09/03/2020 ∙ by Lei Zhang, et al. ∙ 7 ∙ share

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Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization

Cross-view geo-localization is to spot images of the same geographic tar...
08/26/2020 ∙ by Tingyu Wang, et al. ∙ 0 ∙ share

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Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild

In this paper, the Point Adversarial Self Mining (PASM) approach, a simp...
08/26/2020 ∙ by Ping Liu, et al. ∙ 0 ∙ share

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DONet: Dual Objective Networks for Skin Lesion Segmentation

Skin lesion segmentation is a crucial step in the computer-aided diagnos...
08/19/2020 ∙ by Yaxiong Wang, et al. ∙ 18 ∙ share

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Describing Unseen Videos via Multi-Modal Cooperative Dialog Agents

With the arising concerns for the AI systems provided with direct access...
08/18/2020 ∙ by Ye Zhu, et al. ∙ 0 ∙ share

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Inter-Image Communication for Weakly Supervised Localization

Weakly supervised localization aims at finding target object regions usi...
08/12/2020 ∙ by Xiaolin Zhang, et al. ∙ 1 ∙ share

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Single Image Brightening via Multi-Scale Exposure Fusion with Hybrid Learning

A small ISO and a small exposure time are usually used to capture an ima...
07/04/2020 ∙ by Chaobing Zheng, et al. ∙ 0 ∙ share

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Sketch-Guided Scenery Image Outpainting

The outpainting results produced by existing approaches are often too ra...
06/17/2020 ∙ by Yaxiong Wang, et al. ∙ 7 ∙ share

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FinBERT: A Pretrained Language Model for Financial Communications

Contextual pretrained language models, such as BERT (Devlin et al., 2019...
06/15/2020 ∙ by Yi Yang, et al. ∙ 0 ∙ share

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Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps

Recently, remarkable progress has been made in weakly supervised object ...
06/09/2020 ∙ by Xiaolin Zhang, et al. ∙ 4 ∙ share

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Person Re-identification in the 3D Space

People live in a 3D world. However, existing works on person re-identifi...
06/08/2020 ∙ by Zhedong Zheng, et al. ∙ 0 ∙ share

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Feature Robust Optimal Transport for High-dimensional Data

Optimal transport is a machine learning technique with applications incl...
05/25/2020 ∙ by Mathis Petrovich, et al. ∙ 13 ∙ share

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Omni-supervised Facial Expression Recognition: A Simple Baseline

In this paper, we target on advancing the performance in facial expressi...
05/18/2020 ∙ by Ping Liu, et al. ∙ 13 ∙ share

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VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification

One fundamental challenge of vehicle re-identification (re-id) is to lea...
04/14/2020 ∙ by Zhedong Zheng, et al. ∙ 5 ∙ share

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Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation

We aim at the problem named One-Shot Unsupervised Domain Adaptation. Unl...
04/13/2020 ∙ by Yawei Luo, et al. ∙ 7 ∙ share

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OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World

In this paper, we tackle the problem of discovering new classes in unlab...
04/12/2020 ∙ by Zhun Zhong, et al. ∙ 0 ∙ share

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One Model to Recognize Them All: Marginal Distillation from NER Models with Different Tag Sets

Named entity recognition (NER) is a fundamental component in the modern ...
04/10/2020 ∙ by Keunwoo Peter Yu, et al. ∙ 0 ∙ share

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Memory Aggregation Networks for Efficient Interactive Video Object Segmentation

Interactive video object segmentation (iVOS) aims at efficiently harvest...
03/30/2020 ∙ by Jiaxu Miao, et al. ∙ 10 ∙ share

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Collaborative Video Object Segmentation by Foreground-Background Integration

In this paper, we investigate the principles of embedding learning betwe...
03/18/2020 ∙ by Zongxin Yang, et al. ∙ 11 ∙ share

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Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior

Deep neural networks are known to be susceptible to adversarial noise, w...
03/17/2020 ∙ by Hu Zhang, et al. ∙ 0 ∙ share

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SF-Net: Single-Frame Supervision for Temporal Action Localization

In this paper, we study an intermediate form of supervision, i.e., singl...
03/15/2020 ∙ by Fan Ma, et al. ∙ 7 ∙ share

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Yi Yang

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