research
∙
09/21/2023
CoMFLP: Correlation Measure based Fast Search on ASR Layer Pruning
Transformer-based speech recognition (ASR) model with deep layers exhibi...
share
research
∙
09/21/2023
Sparsely Shared LoRA on Whisper for Child Speech Recognition
Whisper is a powerful automatic speech recognition (ASR) model. Neverthe...
research
∙
09/11/2023
Minimum Area Confidence Set Optimality for Simultaneous Confidence Bands for Percentiles in Linear Regression
Simultaneous confidence bands (SCBs) for percentiles in linear regressio...
research
∙
09/04/2023
MathAttack: Attacking Large Language Models Towards Math Solving Ability
With the boom of Large Language Models (LLMs), the research of solving M...
research
∙
08/27/2023
A Milstein-type method for highly non-linear non-autonomous time-changed stochastic differential equations
A Milstein-type method is proposed for some highly non-linear non-autono...
research
∙
08/24/2023
Master-slave Deep Architecture for Top-K Multi-armed Bandits with Non-linear Bandit Feedback and Diversity Constraints
We propose a novel master-slave architecture to solve the top-K combinat...
research
∙
08/21/2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding
Large language models (LLMs) have shown impressive ability for open-doma...
research
∙
08/12/2023
Convergence analysis of a spectral-Galerkin-type search extension method for finding multiple solutions to semilinear problems
In this paper, we develop an efficient spectral-Galerkin-type search ext...
research
∙
08/07/2023
Recurrent Multi-scale Transformer for High-Resolution Salient Object Detection
Salient Object Detection (SOD) aims to identify and segment the most con...
research
∙
07/27/2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement
Current deep learning methods for low-light image enhancement (LLIE) typ...
research
∙
07/18/2023
Semi-supervised Cycle-GAN for face photo-sketch translation in the wild
The performance of face photo-sketch translation has improved a lot than...
research
∙
07/17/2023
A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images
Skin diseases are among the most prevalent health issues, and accurate c...
research
∙
07/16/2023
Communicative Agents for Software Development
Software engineering is a domain characterized by intricate decision-mak...
research
∙
07/14/2023
First-order Methods for Affinely Constrained Composite Non-convex Non-smooth Problems: Lower Complexity Bound and Near-optimal Methods
Many recent studies on first-order methods (FOMs) focus on composite non...
research
∙
07/11/2023
Strong convergence in the infinite horizon of numerical methods for stochastic differential equations
The strong convergence of numerical methods for stochastic differential ...
research
∙
07/01/2023
DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation
While large-scale pre-trained text-to-image models can synthesize divers...
research
∙
06/10/2023
Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation
Implicit discourse relation classification is a challenging task due to ...
research
∙
06/10/2023
Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks
Coherence is an important aspect of text quality, and various approaches...
research
∙
05/29/2023
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions
Image restoration in adverse weather conditions is a difficult task in c...
research
∙
05/26/2023
Spatio-Temporal Transformer-Based Reinforcement Learning for Robot Crowd Navigation
The social robot navigation is an open and challenging problem. In exist...
research
∙
05/23/2023
Accelerating FPGA-Based Wi-Fi Transceiver Design and Prototyping by High-Level Synthesis
Field-Programmable Gate Array (FPGA)-based Software-Defined Radio (SDR) ...
research
∙
05/23/2023
Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipshitz Restraint
A self-explaining rationalization model is generally constructed by a co...
research
∙
05/08/2023
MGR: Multi-generator based Rationalization
Rationalization is to employ a generator and a predictor to construct a ...
research
∙
04/21/2023
Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer
Purpose: In some proton therapy facilities, patient alignment relies on ...
research
∙
04/21/2023
Multi-level decision framework collision avoidance algorithm in emergency scenarios
With the rapid development of autonomous driving, the attention of acade...
research
∙
04/05/2023
Spatial Scattering Modulation with Multipath Component Aggregation Based on Antenna Arrays
In this paper, a multipath component aggregation (MCA) mechanism is intr...
research
∙
03/23/2023
Plug-and-Play Regulators for Image-Text Matching
Exploiting fine-grained correspondence and visual-semantic alignments ha...
research
∙
03/15/2023
Communication-Efficient Design for Quantized Decentralized Federated Learning
Decentralized federated learning (DFL) is a variant of federated learnin...
research
∙
03/14/2023
Improving Java Deserialization Gadget Chain Mining via Overriding-Guided Object Generation
Java (de)serialization is prone to causing security-critical vulnerabili...
research
∙
03/10/2023
A Systematic Survey of Control Techniques and Applications: From Autonomous Vehicles to Connected and Automated Vehicles
Vehicle control is one of the most critical challenges in autonomous veh...
research
∙
03/01/2023
Frauds Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process
Recent studies on adversarial examples expose vulnerabilities of natural...
research
∙
02/26/2023
Q-Cogni: An Integrated Causal Reinforcement Learning Framework
We present Q-Cogni, an algorithmically integrated causal reinforcement l...
research
∙
02/21/2023
Leveraging phone-level linguistic-acoustic similarity for utterance-level pronunciation scoring
Recent studies on pronunciation scoring have explored the effect of intr...
research
∙
02/05/2023
Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization
Recent success in Deep Reinforcement Learning (DRL) methods has shown th...
research
∙
02/05/2023
Design Booster: A Text-Guided Diffusion Model for Image Translation with Spatial Layout Preservation
Diffusion models are able to generate photorealistic images in arbitrary...
research
∙
02/03/2023
CFFT-GAN: Cross-domain Feature Fusion Transformer for Exemplar-based Image Translation
Exemplar-based image translation refers to the task of generating images...
research
∙
01/31/2023
ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing
The StyleGAN family succeed in high-fidelity image generation and allow ...
research
∙
12/29/2022
The semi-implicit Euler-Maruyama method for nonlinear non-autonomous stochastic differential equations driven by a class of Lévy processes
In this paper, we investigate the strong convergence of the semi-implici...
research
∙
12/09/2022
Tencent AVS: A Holistic Ads Video Dataset for Multi-modal Scene Segmentation
Temporal video segmentation and classification have been advanced greatl...
research
∙
11/22/2022
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples
Point cloud completion, as the upstream procedure of 3D recognition and ...
research
∙
11/07/2022
Curriculum-based Asymmetric Multi-task Reinforcement Learning
We introduce CAMRL, the first curriculum-based asymmetric multi-task lea...
research
∙
11/05/2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal
Face Restoration (FR) aims to restore High-Quality (HQ) faces from Low-Q...
research
∙
10/26/2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications
Transportation is the backbone of the economy and urban development. Imp...
research
∙
10/09/2022
Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems
Accurate structural response prediction forms a main driver for structur...
research
∙
09/17/2022
FR: Folded Rationalization with a Unified Encoder
Conventional works generally employ a two-phase model in which a generat...
research
∙
09/16/2022
ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery
The last decade has witnessed a prosperous development of computational ...
research
∙
09/10/2022
A constrained gentlest ascent dynamics and its applications to find excited states of Bose-Einstein condensates
In this paper, the gentlest ascent dynamics (GAD) developed in [W. E and...
research
∙
08/24/2022
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task
VQA is an ambitious task aiming to answer any image-related question. Ho...
research
∙
08/22/2022
SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization
Matching-based methods, especially those based on space-time memory, are...
research
∙
08/21/2022