b'Jian Sun'

research

∙ 09/18/2023

Towards Socially Responsive Autonomous Vehicles: A Reinforcement Learning Framework with Driving Priors and Coordination Awareness

The advent of autonomous vehicles (AVs) alongside human-driven vehicles ...

0 Jiaqi Liu, et al. ∙

research

∙ 08/31/2023

Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images

Generating 3D faces from textual descriptions has a multitude of applica...

0 Cuican Yu, et al. ∙

research

∙ 07/30/2023

MTD-GPT: A Multi-Task Decision-Making GPT Model for Autonomous Driving at Unsignalized Intersections

Autonomous driving technology is poised to transform transportation syst...

0 Jiaqi Liu, et al. ∙

research

∙ 07/29/2023

Teaching Autonomous Vehicles to Express Interaction Intent during Unprotected Left Turns: A Human-Driving-Prior-Based Trajectory Planning Approach

With the integration of Autonomous Vehicles (AVs) into our transportatio...

0 Jiaqi Liu, et al. ∙

research

∙ 07/04/2023

Nexus sine qua non: Essentially connected neural networks for spatial-temporal forecasting of multivariate time series

Modeling and forecasting multivariate time series not only facilitates t...

0 Tong Nie, et al. ∙

research

∙ 06/24/2023

Measuring Sociality in Driving Interaction

Interacting with other human road users is one of the most challenging t...

0 Xiaocong Zhao, et al. ∙

research

∙ 05/05/2023

Cooperative Driving of Connected Autonomous Vehicles in Heterogeneous Mixed Traffic: A Game Theoretic Approach

High-density, unsignalized intersection has always been a bottleneck of ...

0 Shiyu Fang, et al. ∙

research

∙ 05/05/2023

A Survey on Out-of-Distribution Detection in NLP

Out-of-distribution (OOD) detection is essential for the reliable and sa...

0 Hao Lang, et al. ∙

research

∙ 04/11/2023

MC-ViViT: Multi-branch Classifier-ViViT to Detect Mild Cognitive Impairment in Older Adults using Facial Videos

Deep machine learning models including Convolutional Neural Networks (CN...

0 Jian Sun, et al. ∙

research

∙ 03/23/2023

Keypoint-Guided Optimal Transport

Existing Optimal Transport (OT) methods mainly derive the optimal transp...

0 Xiang Gu, et al. ∙

research

∙ 03/10/2023

Identification and Estimation of Causal Effects with Confounders Missing Not at Random

Making causal inferences from observational studies can be challenging w...

0 Jian Sun, et al. ∙

research

∙ 03/10/2023

Towards better traffic volume estimation: Tackling both underdetermined and non-equilibrium problems via a correlation-adaptive graph convolution network

Traffic volume is an indispensable ingredient to provide fine-grained in...

0 Tong Nie, et al. ∙

research

∙ 03/03/2023

Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning

Deep networks trained on the source domain show degraded performance whe...

0 Liwei Yang, et al. ∙

research

∙ 11/29/2022

Towards Generalized Open Information Extraction

Open Information Extraction (OpenIE) facilitates the open-domain discove...

0 Bowen Yu, et al. ∙

research

∙ 11/28/2022

Causal Inference with Confounders MNAR under Treatment-independent Missingness Assumption

Causal inference in observational studies can be challenging when confou...

0 Jian Sun, et al. ∙

research

∙ 11/23/2022

Semi-Supervised Lifelong Language Learning

Lifelong learning aims to accumulate knowledge and alleviate catastrophi...

0 Yingxiu Zhao, et al. ∙

research

∙ 11/21/2022

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation

Practical dialog systems need to deal with various knowledge sources, no...

0 Yinpei Dai, et al. ∙

research

∙ 11/10/2022

Estimating Soft Labels for Out-of-Domain Intent Detection

Out-of-Domain (OOD) intent detection is important for practical dialog s...

0 Hao Lang, et al. ∙

research

∙ 10/21/2022

Correlating sparse sensing for network-wide traffic speed estimation: An integrated graph tensor-based kriging approach

Traffic speed is central to characterizing the fluidity of the road netw...

0 Tong Nie, et al. ∙

research

∙ 10/20/2022

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots

This paper introduces Doc2Bot, a novel dataset for building machines tha...

0 Haomin Fu, et al. ∙

research

∙ 10/14/2022

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue

Lifelong learning (LL) is vital for advanced task-oriented dialogue (ToD...

0 Yingxiu Zhao, et al. ∙

research

∙ 09/27/2022

Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification

Domain adaptation is an attractive approach given the availability of a ...

0 Yeganeh Madadi, et al. ∙

research

∙ 09/14/2022

SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation

Recently, pre-training methods have shown remarkable success in task-ori...

0 Wanwei He, et al. ∙

research

∙ 09/08/2022

Implicit Full Waveform Inversion with Deep Neural Representation

Full waveform inversion (FWI) commonly stands for the state-of-the-art a...

16 Jian Sun, et al. ∙

research

∙ 08/29/2022

A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions

Text-to-SQL parsing is an essential and challenging task. The goal of te...

0 Bowen Qin, et al. ∙

research

∙ 08/18/2022

Differentiable Architecture Search with Random Features

Differentiable architecture search (DARTS) has significantly promoted th...

8 Xuanyang Zhang, et al. ∙

research

∙ 07/14/2022

Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration

Building document-grounded dialogue systems have received growing intere...

0 Zhenyu Zhang, et al. ∙

research

∙ 07/06/2022

Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection

To date, the most powerful semi-supervised object detectors (SS-OD) are ...

0 Hongyu Zhou, et al. ∙

research

∙ 06/21/2022

Scaling up Kernels in 3D CNNs

Recent advances in 2D CNNs and vision transformers (ViTs) reveal that la...

6 Yukang Chen, et al. ∙

research

∙ 06/08/2022

Efficient reversible data hiding via two layers of double-peak embedding

Reversible data hiding continues to attract significant attention in rec...

0 Fuhu Wu, et al. ∙

research

∙ 06/02/2022

PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

In this paper, we propose PETRv2, a unified framework for 3D perception ...

4 Yingfei Liu, et al. ∙

research

∙ 06/01/2022

Unifying Voxel-based Representation with Transformer for 3D Object Detection

In this work, we present a unified framework for multi-modality 3D objec...

0 Yanwei Li, et al. ∙

research

∙ 05/31/2022

Voxel Field Fusion for 3D Object Detection

In this work, we present a conceptually simple yet effective framework f...

0 Yanwei Li, et al. ∙

research

∙ 05/30/2022

VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis

Differentiable rendering allows the application of computer graphics on ...

4 Angtian Wang, et al. ∙

research

∙ 05/30/2022

Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems

In this paper, we present Duplex Conversation, a multi-turn, multimodal ...

0 Ting-En Lin, et al. ∙

research

∙ 05/28/2022

A Closer Look at Self-supervised Lightweight Vision Transformers

Self-supervised learning on large-scale Vision Transformers (ViTs) as pr...

0 Shaoru Wang, et al. ∙

research

∙ 05/25/2022

NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results

This paper reviews the challenge on constrained high dynamic range (HDR)...

0 Eduardo Pérez-Pellitero, et al. ∙

research

∙ 05/24/2022

A Survey on Neural Open Information Extraction: Current Status and Future Directions

Open Information Extraction (OpenIE) facilitates domain-independent disc...

0 Shaowen Zhou, et al. ∙

research

∙ 05/19/2022

Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns

Rapid advances in sensor, wireless communication, cloud computing and da...

9 Tong Nie, et al. ∙

research

∙ 04/26/2022

Focal Sparse Convolutional Networks for 3D Object Detection

Non-uniformed 3D sparse data, e.g., point clouds or voxels in different ...

3 Yukang Chen, et al. ∙

research

∙ 04/22/2022

Distributed stochastic projection-free solver for constrained optimization

This paper proposes a distributed stochastic projection-free algorithm f...

0 Xia Jiang, et al. ∙

research

∙ 04/18/2022

BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment

This work addresses the Burst Super-Resolution (BurstSR) task using a ne...

0 Ziwei Luo, et al. ∙

research

∙ 04/10/2022

Simple Baselines for Image Restoration

Although there have been significant advances in the field of image rest...

20 Liangyu Chen, et al. ∙

research

∙ 03/23/2022

Real-time Object Detection for Streaming Perception

Autonomous driving requires the model to perceive the environment and (r...

0 Jinrong Yang, et al. ∙

research

∙ 03/22/2022

Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation

Building models of natural language processing (NLP) is challenging in l...

5 Yingxiu Zhao, et al. ∙

research

∙ 03/22/2022

Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition

Deep neural networks perform poorly on heavily class-imbalanced datasets...

0 Zhisheng Zhong, et al. ∙

research

∙ 03/21/2022

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots

A slot value might be provided segment by segment over multiple-turn int...

0 Sai Zhang, et al. ∙

research

∙ 03/21/2022

Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation

Sparsely annotated semantic segmentation (SASS) aims to train a segmenta...

6 Zhiyuan Liang, et al. ∙

research

∙ 03/15/2022

Progressive End-to-End Object Detection in Crowded Scenes

In this paper, we propose a new query-based detection framework for crow...

6 Anlin Zheng, et al. ∙

research

∙ 03/14/2022

S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers

The task of converting a natural language question into an executable SQ...

7 Binyuan Hui, et al. ∙

Jian Sun

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