Yi Yang

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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Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation

This paper focuses on the unsupervised domain adaptation of transferring...
03/08/2020 ∙ by Zhedong Zheng, et al. ∙ 10 ∙ share

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Angle-Based Cost-Sensitive Multicategory Classification

Many real-world classification problems come with costs which can vary f...
03/08/2020 ∙ by Yi Yang, et al. ∙ 0 ∙ share

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Grounded and Controllable Image Completion by Incorporating Lexical Semantics

In this paper, we present an approach, namely Lexical Semantic Image Com...
02/29/2020 ∙ by Shengyu Zhang, et al. ∙ 10 ∙ share

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University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization

We consider the problem of cross-view geo-localization. The primary chal...
02/27/2020 ∙ by Zhedong Zheng, et al. ∙ 5 ∙ share

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Symbiotic Attention with Privileged Information for Egocentric Action Recognition

Egocentric video recognition is a natural testbed for diverse interactio...
02/08/2020 ∙ by Xiaohan Wang, et al. ∙ 0 ∙ share

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Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer

Nowadays, deep learning techniques are widely used for lane detection, b...
02/04/2020 ∙ by Tong Liu, et al. ∙ 25 ∙ share

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Progressive Local Filter Pruning for Image Retrieval Acceleration

This paper focuses on network pruning for image retrieval acceleration. ...
01/24/2020 ∙ by Xiaodong Wang, et al. ∙ 0 ∙ share

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NAS-Bench-102: Extending the Scope of Reproducible Neural Architecture Search

Neural architecture search (NAS) has achieved breakthrough success in a ...
01/02/2020 ∙ by Xuanyi Dong, et al. ∙ 0 ∙ share

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Very Long Natural Scenery Image Prediction by Outpainting

Comparing to image inpainting, image outpainting receives less attention...
12/29/2019 ∙ by Zongxin Yang, et al. ∙ 6 ∙ share

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Utterance-level Permutation Invariant Training with Latency-controlled BLSTM for Single-channel Multi-talker Speech Separation

Utterance-level permutation invariant training (uPIT) has achieved promi...
12/25/2019 ∙ by Lu Huang, et al. ∙ 0 ∙ share

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Unsupervised Scene Adaptation with Memory Regularization in vivo

We consider the unsupervised scene adaptation problem of learning from b...
12/24/2019 ∙ by Zhedong Zheng, et al. ∙ 13 ∙ share

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Instance-Invariant Adaptive Object Detection via Progressive Disentanglement

Most state-of-the-art methods of object detection suffer from poor gener...
11/20/2019 ∙ by Aming Wu, et al. ∙ 11 ∙ share

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Self-Correction for Human Parsing

Labeling pixel-level masks for fine-grained semantic segmentation tasks,...
10/22/2019 ∙ by Peike Li, et al. ∙ 26 ∙ share

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PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing

Point cloud is attracting more and more attention in the community. Howe...
10/18/2019 ∙ by Hehe Fan, et al. ∙ 31 ∙ share

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One-Shot Neural Architecture Search via Self-Evaluated Template Network

Neural architecture search (NAS) aims to automate the search procedure o...
10/13/2019 ∙ by Xuanyi Dong, et al. ∙ 0 ∙ share

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Searching for A Robust Neural Architecture in Four GPU Hours

Conventional neural architecture search (NAS) approaches are based on re...
10/10/2019 ∙ by Xuanyi Dong, et al. ∙ 18 ∙ share

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Gated Channel Transformation for Visual Recognition

In this work, we propose a generally applicable transformation unit for ...
09/25/2019 ∙ by Zongxin Yang, et al. ∙ 0 ∙ share

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Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization

Localizing objects with weak supervision in an image is a key problem of...
09/24/2019 ∙ by Pei Lv, et al. ∙ 5 ∙ share

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LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport

Estimating mutual information is an important machine learning and stati...
09/05/2019 ∙ by Yanbin Liu, et al. ∙ 6 ∙ share

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Dialog Intent Induction with Deep Multi-View Clustering

We introduce the dialog intent induction task and present a novel deep m...
08/30/2019 ∙ by Hugh Perkins, et al. ∙ 0 ∙ share

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Yi Yang

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