b'Qi Chen'

research

∙ 08/31/2023

3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation

In 3D Referring Expression Segmentation (3D-RES), the earlier approach a...

0 Changli Wu, et al. ∙

research

∙ 08/31/2023

Domain Adaptive Synapse Detection with Weak Point Annotations

The development of learning-based methods has greatly improved the detec...

0 Qi Chen, et al. ∙

research

∙ 08/21/2023

Dynamic Strategy Chain: Dynamic Zero-Shot CoT for Long Mental Health Support Generation

Long counseling Text Generation for Mental health support (LTGM), an inn...

0 Qi Chen, et al. ∙

research

∙ 08/19/2023

Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation

Instance segmentation in electron microscopy (EM) volumes poses a signif...

0 Yinda Chen, et al. ∙

research

∙ 08/04/2023

Chinese Financial Text Emotion Mining: GCGTS – A Character Relationship-based Approach for Simultaneous Aspect-Opinion Pair Extraction

Aspect-Opinion Pair Extraction (AOPE) from Chinese financial texts is a ...

0 Qi Chen, et al. ∙

research

∙ 07/02/2023

End-to-End Out-of-distribution Detection with Self-supervised Sampling

Out-of-distribution (OOD) detection empowers the model trained on the cl...

0 Sen Pei, et al. ∙

research

∙ 06/29/2023

Matroidal Entropy Functions: Constructions, Characterizations and Representations

In this paper, we characterize matroidal entropy functions, i.e., entrop...

0 Qi Chen, et al. ∙

research

∙ 06/08/2023

Improving Negative-Prompt Inversion via Proximal Guidance

DDIM inversion has revealed the remarkable potential of real image editi...

0 Ligong Han, et al. ∙

research

∙ 05/10/2023

Entropy Functions on Two-Dimensional Faces of Polymatroidal Region of Degree Four

In this paper, we characterize entropy functions on the 2-dimensional fa...

0 Shaocheng Liu, et al. ∙

research

∙ 04/04/2023

Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation

We use information-theoretic tools to derive a novel analysis of Multi-s...

0 Qi Chen, et al. ∙

research

∙ 03/17/2023

IRGen: Generative Modeling for Image Retrieval

While generative modeling has been ubiquitous in natural language proces...

0 Yidan Zhang, et al. ∙

research

∙ 03/09/2023

Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation

Audio-driven talking face has attracted broad interest from academia and...

0 Qi Chen, et al. ∙

research

∙ 03/03/2023

AutoMatch: A Large-scale Audio Beat Matching Benchmark for Boosting Deep Learning Assistant Video Editing

The explosion of short videos has dramatically reshaped the manners peop...

0 Sen Pei, et al. ∙

research

∙ 02/25/2023

SUPS: A Simulated Underground Parking Scenario Dataset for Autonomous Driving

Automatic underground parking has attracted considerable attention as th...

0 Jiawei Hou, et al. ∙

research

∙ 02/09/2023

Gaussian Mask Convolution for Convolutional Neural Networks

Square convolution is a default unit in convolutional neural networks as...

0 Qi Chen, et al. ∙

research

∙ 02/07/2023

LUT-NN: Towards Unified Neural Network Inference by Table Lookup

DNN inference requires huge effort of system development and resource co...

0 Xiaohu Tang, et al. ∙

research

∙ 01/30/2023

Online Loss Function Learning

Loss function learning is a new meta-learning paradigm that aims to auto...

0 Christian Raymond, et al. ∙

research

∙ 11/11/2022

StrokeGAN+: Few-Shot Semi-Supervised Chinese Font Generation with Stroke Encoding

The generation of Chinese fonts has a wide range of applications. The cu...

0 Jinshan Zeng, et al. ∙

research

∙ 10/19/2022

On Learning Fairness and Accuracy on Multiple Subgroups

We propose an analysis in fair learning that preserves the utility of th...

1 Changjian Shui, et al. ∙

research

∙ 10/14/2022

Pareto-aware Neural Architecture Generation for Diverse Computational Budgets

Designing feasible and effective architectures under diverse computation...

0 Yong Guo, et al. ∙

research

∙ 09/19/2022

Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning

In this paper, we develop upon the emerging topic of loss function learn...

0 Christian Raymond, et al. ∙

research

∙ 07/16/2022

Towards Lightweight Super-Resolution with Dual Regression Learning

Deep neural networks have exhibited remarkable performance in image supe...

0 Yong Guo, et al. ∙

research

∙ 06/29/2022

Optimization-Induced Graph Implicit Nonlinear Diffusion

Due to the over-smoothing issue, most existing graph neural networks can...

3 Qi Chen, et al. ∙

research

∙ 06/06/2022

A Neural Corpus Indexer for Document Retrieval

Current state-of-the-art document retrieval solutions mainly follow an i...

1 Yujing Wang, et al. ∙

research

∙ 05/26/2022

Fair Representation Learning through Implicit Path Alignment

We consider a fair representation learning perspective, where optimal pr...

1 Changjian Shui, et al. ∙

research

∙ 05/08/2022

Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search

Despite the broad range of algorithms for Approximate Nearest Neighbor S...

0 Harsha Vardhan Simhadri, et al. ∙

research

∙ 04/19/2022

Proposal-free Lidar Panoptic Segmentation with Pillar-level Affinity

We propose a simple yet effective proposal-free architecture for lidar p...

0 Qi Chen, et al. ∙

research

∙ 04/01/2022

Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings

Vector quantization (VQ) based ANN indexes, such as Inverted File System...

8 Shitao Xiao, et al. ∙

research

∙ 03/06/2022

Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation

Weakly Supervised Semantic Segmentation (WSSS) based on image-level labe...

0 Qi Chen, et al. ∙

research

∙ 11/25/2021

V2C: Visual Voice Cloning

Existing Voice Cloning (VC) tasks aim to convert a paragraph text to a s...

0 Qi Chen, et al. ∙

research

∙ 11/17/2021

TraSw: Tracklet-Switch Adversarial Attacks against Multi-Object Tracking

Benefiting from the development of Deep Neural Networks, Multi-Object Tr...

7 Delv Lin, et al. ∙

research

∙ 11/05/2021

SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search

The in-memory algorithms for approximate nearest neighbor search (ANNS) ...

0 Qi Chen, et al. ∙

research

∙ 09/29/2021

Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis

We derive a novel information-theoretic analysis of the generalization p...

0 Qi Chen, et al. ∙

research

∙ 06/14/2021

PolarStream: Streaming Lidar Object Detection and Segmentation with Polar Pillars

Recent works recognized lidars as an inherently streaming data source an...

0 Qi Chen, et al. ∙

research

∙ 03/08/2021

Contrastive Neural Architecture Search with Neural Architecture Comparators

One of the key steps in Neural Architecture Search (NAS) is to estimate ...

0 Yaofo Chen, et al. ∙

research

∙ 02/27/2021

Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets

Designing feasible and effective architectures under diverse computation...

0 Yong Guo, et al. ∙

research

∙ 02/20/2021

Towards Accurate and Compact Architectures via Neural Architecture Transformer

Designing effective architectures is one of the key factors behind the s...

0 Yong Guo, et al. ∙

research

∙ 12/16/2020

StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding

The generation of stylish Chinese fonts is an important problem involved...

0 Jinshan Zeng, et al. ∙

research

∙ 09/24/2020

CoFF: Cooperative Spatial Feature Fusion for 3D Object Detection on Autonomous Vehicles

To reduce the amount of transmitted data, feature map based fusion is re...

3 Jingda Guo, et al. ∙

research

∙ 07/30/2020

Beyond ℋ-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence

We reveal the incoherence between the widely-adopted empirical domain ad...

5 Changjian Shui, et al. ∙

research

∙ 07/10/2020

BISON:BM25-weighted Self-Attention Framework for Multi-Fields Document Search

Recent breakthrough in natural language processing has advanced the info...

0 Xuan Shan, et al. ∙

research

∙ 07/09/2020

DCANet: Learning Connected Attentions for Convolutional Neural Networks

While self-attention mechanism has shown promising results for many visi...

9 Xu Ma, et al. ∙

research

∙ 05/23/2020

Attention-guided Context Feature Pyramid Network for Object Detection

For object detection, how to address the contradictory requirement betwe...

10 Junxu Cao, et al. ∙

research

∙ 03/31/2020

A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays

Recently, deep neural networks (DNNs) have made great progress on automa...

1 Chendi Rao, et al. ∙

research

∙ 03/16/2020

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Deep neural networks have exhibited promising performance in image super...

8 Yong Guo, et al. ∙

research

∙ 03/01/2020

Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only

Home design is a complex task that normally requires architects to finis...

0 Qi Chen, et al. ∙

research

∙ 12/30/2019

Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots

Accurate 3D object detection in LiDAR based point clouds suffers from th...

7 Qi Chen, et al. ∙

research

∙ 12/02/2019

Low-Latency High-Level Data Sharing for Connected and Autonomous Vehicular Networks

Autonomous vehicles can combine their own data with that of other vehicl...

0 Qi Chen, et al. ∙

research

∙ 10/31/2019

NAT: Neural Architecture Transformer for Accurate and Compact Architectures

Designing effective architectures is one of the key factors behind the s...

0 Yong Guo, et al. ∙

research

∙ 10/19/2019

MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity

We present a new logic-based inference engine for natural language infer...

0 Hai Hu, et al. ∙

Qi Chen

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