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09/11/2023
Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction
Multimodal stock trading volume movement prediction with stock-related n...
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09/04/2023
Average treatment effect on the treated, under lack of positivity
The use of propensity score (PS) methods has become ubiquitous in causal...
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08/24/2023
A Small and Fast BERT for Chinese Medical Punctuation Restoration
In clinical dictation, utterances after automatic speech recognition (AS...
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08/15/2023
Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph
Knowledge graphs (KGs) are commonly used as side information to enhance ...
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08/04/2023
ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics
This paper addresses the prevalent lack of tools to facilitate and empow...
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07/14/2023
SLSSNN: High energy efficiency spike-train level spiking neural networks with spatio-temporal conversion
Brain-inspired spiking neuron networks (SNNs) have attracted widespread ...
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07/07/2023
A Joint Design for Full-duplex OFDM AF Relay System with Precoded Short Guard Interval
In-band full-duplex relay (FDR) has attracted much attention as an effec...
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06/17/2023
Online Local Differential Private Quantile Inference via Self-normalization
Based on binary inquiries, we developed an algorithm to estimate populat...
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05/27/2023
Towards Better Entity Linking with Multi-View Enhanced Distillation
Dense retrieval is widely used for entity linking to retrieve entities f...
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05/21/2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter
Federated Multilingual Neural Machine Translation (Fed-MNMT) has emerged...
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05/19/2023
SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization
Model substructure learning aims to find an invariant network substructu...
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05/10/2023
Maximal Leakage of Masked Implementations Using Mrs. Gerber's Lemma for Min-Entropy
A common countermeasure against side-channel attacks on secret key crypt...
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05/08/2023
SegGPT Meets Co-Saliency Scene
Co-salient object detection targets at detecting co-existed salient obje...
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05/05/2023
AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled Convolutions
In recent years, videos and images in 720p (HD), 1080p (FHD) and 4K (UHD...
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04/17/2023
DETRs Beat YOLOs on Real-time Object Detection
Recently, end-to-end transformer-based detectors (DETRs) have achieved r...
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04/11/2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices
The success of transformers in computer vision has led to several attemp...
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03/27/2023
The nonconforming virtual element method with curved edges
We introduce a nonconforming virtual element method for the Poisson equa...
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03/21/2023
LogQA: Question Answering in Unstructured Logs
Modern systems produce a large volume of logs to record run-time status ...
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03/10/2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
Open-vocabulary object detection aims to provide object detectors traine...
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03/06/2023
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent
Recent years have witnessed the unprecedented achievements of large-scal...
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02/24/2023
Statistical Principles for Platform Trials
While within a clinical study there may be multiple doses and endpoints,...
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02/21/2023
DSL-Assembly: A Robust and Safe Assembly Strategy
A reinforcement learning (RL) based method that enables the robot to acc...
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02/10/2023
XFL: A High Performace, Lightweighted Federated Learning Framework
This paper introduces XFL, an industrial-grade federated learning projec...
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01/13/2023
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation
A well-designed recommender system can accurately capture the attributes...
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01/11/2023
Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models
Preference-based reinforcement learning (PbRL) can enable robots to lear...
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01/02/2023
SIRL: Similarity-based Implicit Representation Learning
When robots learn reward functions using high capacity models that take ...
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12/07/2022
Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning
Network pruning is a promising way to generate light but accurate models...
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12/06/2022
InternVideo: General Video Foundation Models via Generative and Discriminative Learning
The foundation models have recently shown excellent performance on a var...
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11/17/2022
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges
In this report, we present our champion solutions to five tracks at Ego4...
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11/17/2022
Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire
In multi-talker scenarios such as meetings and conversations, speech pro...
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11/15/2022
Foveated Rendering: a State-of-the-Art Survey
Recently, virtual reality (VR) technology has been widely used in medica...
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11/15/2022
CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming
Recent years have witnessed the dramatic growth of Internet video traffi...
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11/14/2022
Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning
To eliminate the requirement of fully-labeled data for supervised model ...
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11/04/2022
PP-YOLOE-R: An Efficient Anchor-Free Rotated Object Detector
Arbitrary-oriented object detection is a fundamental task in visual scen...
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10/24/2022
Overlap, matching, or entropy weights: what are we weighting for?
There has been a recent surge in statistical methods for handling the la...
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10/20/2022
VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection
Video understanding is an important problem in computer vision. Currentl...
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10/20/2022
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning
Interactive image segmentation aims at segmenting a target region throug...
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10/17/2022
Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy
Gaussian differential privacy (GDP) is a single-parameter family of priv...
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10/17/2022
EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle
In recent years, the rapid development of deep learning has brought grea...
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10/12/2022
Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation
Deep neural networks (DNNs) have been shown to be vulnerable to adversar...
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10/11/2022
PP-StructureV2: A Stronger Document Analysis System
A large amount of document data exists in unstructured form such as raw ...
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10/06/2022
FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training
Controllable text generation systems often leverage control codes to dir...
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09/23/2022
Periodic Graph Transformers for Crystal Material Property Prediction
We consider representation learning on periodic graphs encoding crystal ...
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09/22/2022
Variance estimation for the average treatment effects on the treated and on the controls
Common causal estimands include the average treatment effect (ATE), the ...
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09/16/2022
Web Application Weakness Ontology Based on Vulnerability Data
Web applications are becoming more ubiquitous. All manner of physical de...
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09/08/2022
A Nonparametric Contextual Bandit with Arm-level Eligibility Control for Customer Service Routing
Amazon Customer Service provides real-time support for millions of custo...
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08/30/2022
EasyScale: Accuracy-consistent Elastic Training for Deep Learning
Distributed synchronized GPU training is commonly used for deep learning...
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08/06/2022
DeepGen: Diverse Search Ad Generation and Real-Time Customization
We present DeepGen, a system deployed at web scale for automatically cre...
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07/31/2022
Ultra-low Latency Adaptive Local Binary Spiking Neural Network with Accuracy Loss Estimator
Spiking neural network (SNN) is a brain-inspired model which has more sp...
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07/26/2022