b'Bowen Zhang'

research

∙ 09/20/2023

CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought

Unsupervised sentence representation learning aims to transform input se...

0 Bowen Zhang, et al. ∙

research

∙ 09/08/2023

Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts

Sparse Mixture-of-Experts models (MoEs) have recently gained popularity ...

0 Erik Daxberger, et al. ∙

research

∙ 07/28/2023

Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning

Large language models (LLMs) have shown remarkable capacity for in-conte...

0 Xindi Wang, et al. ∙

research

∙ 04/06/2023

Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media

Stance detection predicts attitudes towards targets in texts and has gai...

0 Bowen Zhang, et al. ∙

research

∙ 03/06/2023

Large Language Models as Zero-Shot Human Models for Human-Robot Interaction

Human models play a crucial role in human-robot interaction (HRI), enabl...

0 Bowen Zhang, et al. ∙

research

∙ 02/02/2023

Geometric Deep Learning for Autonomous Driving: Unlocking the Power of Graph Neural Networks With CommonRoad-Geometric

Heterogeneous graphs offer powerful data representations for traffic, gi...

0 Eivind Meyer, et al. ∙

research

∙ 01/19/2023

Multimodal Video Adapter for Parameter Efficient Video Text Retrieval

State-of-the-art video-text retrieval (VTR) methods usually fully fine-t...

0 Bowen Zhang, et al. ∙

research

∙ 01/16/2023

A separation logic for sequences in pointer programs and its decidability

Separation logic and its variants can describe various properties on poi...

0 Tianyue Cao, et al. ∙

research

∙ 12/30/2022

How would Stance Detection Techniques Evolve after the Launch of ChatGPT?

Stance detection refers to the task of extracting the standpoint (Favor,...

0 Bowen Zhang, et al. ∙

research

∙ 11/15/2022

Context-Matched Collage Generation for Underwater Invertebrate Detection

The quality and size of training sets often limit the performance of man...

0 R. Austin McEver, et al. ∙

research

∙ 11/10/2022

Safety-Constrained Policy Transfer with Successor Features

In this work, we focus on the problem of safe policy transfer in reinfor...

0 Zeyu Feng, et al. ∙

research

∙ 06/16/2022

Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training

Recent studies have shown that the benefits provided by self-supervised ...

0 Bowen Zhang, et al. ∙

research

∙ 06/01/2022

Context-Driven Detection of Invertebrate Species in Deep-Sea Video

Each year, underwater remotely operated vehicles (ROVs) collect thousand...

0 R. Austin McEver, et al. ∙

research

∙ 05/11/2022

CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network

Deep learning has been widely adopted for channel state information (CSI...

11 Bowen Zhang, et al. ∙

research

∙ 03/10/2022

Deep Learning-Based Perceptual Stimulus Encoder for Bionic Vision

Retinal implants have the potential to treat incurable blindness, yet th...

0 Lucas Relic, et al. ∙

research

∙ 12/20/2021

StyleSwin: Transformer-based GAN for High-resolution Image Generation

Despite the tantalizing success in a broad of vision tasks, transformers...

15 Bowen Zhang, et al. ∙

research

∙ 12/14/2021

Margin Calibration for Long-Tailed Visual Recognition

The long-tailed class distribution in visual recognition tasks poses gre...

0 Yidong Wang, et al. ∙

research

∙ 12/14/2021

Co-training Transformer with Videos and Images Improves Action Recognition

In learning action recognition, models are typically pre-trained on obje...

0 Bowen Zhang, et al. ∙

research

∙ 10/15/2021

FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling

The recently proposed FixMatch achieved state-of-the-art results on most...

0 Bowen Zhang, et al. ∙

research

∙ 09/29/2021

Visually Grounded Concept Composition

We investigate ways to compose complex concepts in texts from primitive ...

1 Bowen Zhang, et al. ∙

research

∙ 09/25/2021

Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?

We analyze the grounded SCAN (gSCAN) benchmark, which was recently propo...

8 Linlu Qiu, et al. ∙

research

∙ 06/13/2021

Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization

Hyperspectral (HS) images contain detailed spectral information that has...

0 Marija Vella, et al. ∙

research

∙ 02/28/2021

CREATe: Clinical Report Extraction and Annotation Technology

Clinical case reports are written descriptions of the unique aspects of ...

0 Yichao Zhou, et al. ∙

research

∙ 02/05/2021

Instance and Panoptic Segmentation Using Conditional Convolutions

We propose a simple yet effective framework for instance and panoptic se...

0 Zhi Tian, et al. ∙

research

∙ 11/18/2020

A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus

Identifying a short segment in a long video that semantically matches a ...

0 Bowen Zhang, et al. ∙

research

∙ 10/06/2020

Online Action Detection in Streaming Videos with Time Buffers

We formulate the problem of online temporal action detection in live str...

6 Bowen Zhang, et al. ∙

research

∙ 10/06/2020

Learning to Represent Image and Text with Denotation Graph

Learning to fuse vision and language information and representing them i...

0 Bowen Zhang, et al. ∙

research

∙ 03/26/2020

On the adversarial robustness of DNNs based on error correcting output codes

Adversarial examples represent a great security threat for deep learning...

0 Bowen Zhang, et al. ∙

research

∙ 03/16/2020

Characterizing Cryptocurrency Exchange Scams

As the indispensable trading platforms of the ecosystem, hundreds of cry...

0 Pengcheng Xia, et al. ∙

research

∙ 02/06/2020

Driver Gaze Estimation in the Real World: Overcoming the Eyeglass Challenge

A driver's gaze is critical for determining the driver's attention level...

7 Akshay Rangesh, et al. ∙

research

∙ 01/13/2020

Visual Storytelling via Predicting Anchor Word Embeddings in the Stories

We propose a learning model for the task of visual storytelling. The mai...

6 Bowen Zhang, et al. ∙

research

∙ 10/01/2019

Attacking CNN-based anti-spoofing face authentication in the physical domain

In this paper, we study the vulnerability of anti-spoofing methods based...

0 Bowen Zhang, et al. ∙

research

∙ 09/05/2019

Effective Domain Knowledge Transfer with Soft Fine-tuning

Convolutional neural networks require numerous data for training. Consid...

0 Zhichen Zhao, et al. ∙

research

∙ 08/19/2019

Topic Augmented Generator for Abstractive Summarization

Steady progress has been made in abstractive summarization with attentio...

2 Melissa Ailem, et al. ∙

research

∙ 04/09/2019

Reasoning about Block-based Cloud Storage Systems

Owing to the massive growth in the storage demands of big data, Cloud St...

0 Zhao Jin, et al. ∙

research

∙ 11/21/2018

Malicious Web Request Detection Using Character-level CNN

Web parameter injection attacks are common and powerful. In this kind of...

0 Wei Rong, et al. ∙

research

∙ 10/16/2018

Cross-Modal and Hierarchical Modeling of Video and Text

Visual data and text data are composed of information at multiple granul...

0 Bowen Zhang, et al. ∙

research

∙ 07/27/2018

Few Shot Learning with Simplex

Deep learning has made remarkable achievement in many fields. However, l...

0 Bowen Zhang, et al. ∙

research

∙ 09/01/2016

Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition

Traditional feature encoding scheme (e.g., Fisher vector) with local des...

0 Zhe Wang, et al. ∙

research

∙ 08/02/2016

CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016

This paper presents the method that underlies our submission to the untr...

0 Yuanjun Xiong, et al. ∙

research

∙ 04/26/2016

Real-time Action Recognition with Enhanced Motion Vector CNNs

The deep two-stream architecture exhibited excellent performance on vide...

0 Bowen Zhang, et al. ∙

Bowen Zhang

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