b'Hao Yang'

research

∙ 09/18/2023

CB-Whisper: Contextual Biasing Whisper using TTS-based Keyword Spotting

End-to-end automatic speech recognition (ASR) systems often struggle to ...

0 Yuang Li, et al. ∙

research

∙ 09/12/2023

Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning

Recently, multi-modal vision-language foundation models have gained sign...

0 Weijian Huang, et al. ∙

research

∙ 09/11/2023

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Personalized text-to-image generation has emerged as a powerful and soug...

0 Li Chen, et al. ∙

research

∙ 08/26/2023

Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models

To translate well, machine translation (MT) systems and general-purposed...

0 Shuang Li, et al. ∙

research

∙ 08/20/2023

Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation

Transformer and its variants are a powerful class of architectures for s...

0 Vivian Lai, et al. ∙

research

∙ 08/20/2023

Adversarial Collaborative Filtering for Free

Collaborative Filtering (CF) has been successfully used to help users di...

0 Huiyuan Chen, et al. ∙

research

∙ 08/19/2023

Enhancing SCF with Privacy-Preserving and Splitting-Enabled E-Bills on Blockchain

Electronic Bill (E-Bill) is a rucial negotiable instrument in the form o...

0 Hao Yang, et al. ∙

research

∙ 08/15/2023

LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis

Automated log analysis is crucial in modern software-intensive systems f...

0 Yilun Liu, et al. ∙

research

∙ 08/10/2023

Quantum-inspired Hash Function Based on Parity-dependent Quantum Walks with Memory

In this paper, we develop a generic controlled alternate quantum walk mo...

0 Qing Zhou, et al. ∙

research

∙ 08/07/2023

AvatarVerse: High-quality Stable 3D Avatar Creation from Text and Pose

Creating expressive, diverse and high-quality 3D avatars from highly cus...

0 Huichao Zhang, et al. ∙

research

∙ 07/19/2023

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network

Recovering sharp images from dual-pixel (DP) pairs with disparity-depend...

0 Hao Yang, et al. ∙

research

∙ 07/18/2023

Sharpness-Aware Graph Collaborative Filtering

Graph Neural Networks (GNNs) have achieved impressive performance in col...

0 Huiyuan Chen, et al. ∙

research

∙ 06/13/2023

Knowledge-Prompted Estimator: A Novel Approach to Explainable Machine Translation Assessment

Cross-lingual Machine Translation (MT) quality estimation plays a crucia...

0 Hao Yang, et al. ∙

research

∙ 06/02/2023

Text Style Transfer Back-Translation

Back Translation (BT) is widely used in the field of machine translation...

0 Daimeng Wei, et al. ∙

research

∙ 05/28/2023

Investigating Pre-trained Audio Encoders in the Low-Resource Condition

Pre-trained speech encoders have been central to pushing state-of-the-ar...

0 Hao Yang, et al. ∙

research

∙ 05/27/2023

Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open Worlds

Task planning systems have been developed to help robots use human knowl...

0 Yan Ding, et al. ∙

research

∙ 05/11/2023

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge

The ability to automatically detect and track surgical instruments in en...

17 Aneeq Zia, et al. ∙

research

∙ 05/11/2023

Musketeer (All for One, and One for All): A Generalist Vision-Language Model with Task Explanation Prompts

We present a sequence-to-sequence vision-language model whose parameters...

0 Zhaoyang Zhang, et al. ∙

research

∙ 04/17/2023

Grounding Classical Task Planners via Vision-Language Models

Classical planning systems have shown great advances in utilizing rule-b...

0 Xiaohan Zhang, et al. ∙

research

∙ 04/12/2023

Few-shot Class-incremental Learning for Cross-domain Disease Classification

The ability to incrementally learn new classes from limited samples is c...

0 Hao Yang, et al. ∙

research

∙ 04/06/2023

InterFormer: Real-time Interactive Image Segmentation

Interactive image segmentation enables annotators to efficiently perform...

0 You Huang, et al. ∙

research

∙ 03/20/2023

ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning

Although many recent works have investigated generalizable NeRF-based no...

0 Hao Yang, et al. ∙

research

∙ 03/07/2023

Introspective Cross-Attention Probing for Lightweight Transfer of Pre-trained Models

We propose InCA, a lightweight method for transfer learning that cross-a...

0 Yonatan Dukler, et al. ∙

research

∙ 03/02/2023

A Meta-Learning Approach to Predicting Performance and Data Requirements

We propose an approach to estimate the number of samples required for a ...

0 Achin Jain, et al. ∙

research

∙ 01/30/2023

KG-BERTScore: Incorporating Knowledge Graph into BERTScore for Reference-Free Machine Translation Evaluation

BERTScore is an effective and robust automatic metric for referencebased...

0 Zhanglin Wu, et al. ∙

research

∙ 12/19/2022

FreeEnricher: Enriching Face Landmarks without Additional Cost

Recent years have witnessed significant growth of face alignment. Though...

0 Yangyu Huang, et al. ∙

research

∙ 12/12/2022

P-Transformer: Towards Better Document-to-Document Neural Machine Translation

Directly training a document-to-document (Doc2Doc) neural machine transl...

0 Yachao Li, et al. ∙

research

∙ 12/08/2022

TinyKG: Memory-Efficient Training Framework for Knowledge Graph Neural Recommender Systems

There has been an explosion of interest in designing various Knowledge G...

0 Huiyuan Chen, et al. ∙

research

∙ 12/08/2022

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Generalist models, which are capable of performing diverse multi-modal t...

0 Jinze Bai, et al. ∙

research

∙ 12/08/2022

Denoising Self-attentive Sequential Recommendation

Transformer-based sequential recommenders are very powerful for capturin...

0 Huiyuan Chen, et al. ∙

research

∙ 12/02/2022

SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction

Graph neural networks have achieved significant success in representatio...

0 Xiaoting Li, et al. ∙

research

∙ 11/22/2022

High-Throughput GPU Implementation of Dilithium Post-Quantum Digital Signature

In this work, we present a well-optimized GPU implementation of Dilithiu...

0 Shiyu Shen, et al. ∙

research

∙ 10/24/2022

Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing

Pre-trained speech Transformers have facilitated great success across va...

0 Hao Yang, et al. ∙

research

∙ 10/16/2022

RedApt: An Adaptor for wav2vec 2 Encoding Faster and Smaller Speech Translation without Quality Compromise

Pre-trained speech Transformers in speech translation (ST) have facilita...

0 Jinming Zhao, et al. ∙

research

∙ 10/04/2022

Robot Task Planning and Situation Handling in Open Worlds

Automated task planning algorithms have been developed to help robots co...

0 Yan Ding, et al. ∙

research

∙ 09/13/2022

ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers

Annotating bounding boxes for object detection is expensive, time-consum...

12 Achin Jain, et al. ∙

research

∙ 08/25/2022

MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining

This paper presents a simple yet effective framework MaskCLIP, which inc...

18 Xiaoyi Dong, et al. ∙

research

∙ 08/10/2022

LogStamp: Automatic Online Log Parsing Based on Sequence Labelling

Logs are one of the most critical data for service management. It contai...

0 Shimin Tao, et al. ∙

research

∙ 08/04/2022

Prompt Tuning for Generative Multimodal Pretrained Models

Prompt tuning has become a new paradigm for model tuning and it has demo...

0 Hao Yang, et al. ∙

research

∙ 07/22/2022

Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark

Most existing works on few-shot object detection (FSOD) focus on a setti...

0 Kibok Lee, et al. ∙

research

∙ 07/21/2022

Boosting 3D Object Detection via Object-Focused Image Fusion

3D object detection has achieved remarkable progress by taking point clo...

4 Hao Yang, et al. ∙

research

∙ 07/03/2022

M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation

End-to-end speech-to-text translation models are often initialized with ...

0 Jinming Zhao, et al. ∙

research

∙ 06/28/2022

MACSA: A Multimodal Aspect-Category Sentiment Analysis Dataset with Multimodal Fine-grained Aligned Annotations

Multimodal fine-grained sentiment analysis has recently attracted increa...

5 Hao Yang, et al. ∙

research

∙ 06/04/2022

Instance-wise Prompt Tuning for Pretrained Language Models

Prompt Learning has recently gained great popularity in bridging the gap...

0 Yuezihan Jiang, et al. ∙

research

∙ 05/31/2022

K-Detector: Identifying Duplicate Crash Failures in Large-Scale Software Delivery

After a developer submits code, corresponding test cases arise to ensure...

0 Hao Yang, et al. ∙

research

∙ 05/04/2022

Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract)

Few-shot relation learning refers to infer facts for relations with a li...

2 Yi Liang, et al. ∙

research

∙ 04/28/2022

Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints

However, current autoregressive approaches suffer from high latency. In ...

0 Chun Zeng, et al. ∙

research

∙ 03/30/2022

Large-Scale Pre-training for Person Re-identification with Noisy Labels

This paper aims to address the problem of pre-training for person re-ide...

4 Dengpan Fu, et al. ∙

research

∙ 03/30/2022

Omni-DETR: Omni-Supervised Object Detection with Transformers

We consider the problem of omni-supervised object detection, which can u...

8 Pei Wang, et al. ∙

research

∙ 03/01/2022

Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors

Multimodal sentiment analysis has attracted increasing attention and lot...

0 Yang Wu, et al. ∙

Hao Yang

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