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09/18/2023
Securing Fixed Neural Network Steganography
Image steganography is the art of concealing secret information in image...
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08/23/2023
Trustworthy Representation Learning Across Domains
As AI systems have obtained significant performance to be deployed widel...
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08/21/2023
Leveraging Large Language Models for Pre-trained Recommender Systems
Recent advancements in recommendation systems have shifted towards more ...
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08/21/2023
Enhancing Recommender Systems with Large Language Model Reasoning Graphs
Recommendation systems aim to provide users with relevant suggestions, b...
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08/11/2023
Experts Weights Averaging: A New General Training Scheme for Vision Transformers
Structural re-parameterization is a general training scheme for Convolut...
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07/31/2023
DRAW: Defending Camera-shooted RAW against Image Manipulation
RAW files are the initial measurement of scene radiance widely used in m...
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07/20/2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection
The widespread use of face retouching filters on short-video platforms h...
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07/19/2023
PharmacyGPT: The AI Pharmacist
In this study, we introduce PharmacyGPT, a novel framework to assess the...
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07/07/2023
Towards Deep Network Steganography: From Networks to Networks
With the widespread applications of the deep neural network (DNN), how t...
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06/20/2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications
This paper explores new frontiers in agricultural natural language proce...
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05/16/2023
Towards Speech Dialogue Translation Mediating Speakers of Different Languages
We present a new task, speech dialogue translation mediating speakers of...
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05/10/2023
Generative Steganographic Flow
Generative steganography (GS) is a new data hiding manner, featuring dir...
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05/05/2023
Generative Steganography Diffusion
Generative steganography (GS) is an emerging technique that generates st...
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05/05/2023
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks
Recently, the Segment Anything Model (SAM) has gained significant attent...
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04/24/2023
Artificial General Intelligence (AGI) for Education
Artificial general intelligence (AGI) has gained global recognition as a...
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04/20/2023
Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models
Recent advancements in foundation models (FMs), such as GPT-4 and LLaMA,...
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04/12/2023
AGI for Agriculture
Artificial General Intelligence (AGI) is poised to revolutionize a varie...
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04/04/2023
TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings
In response to innovations in machine learning (ML) models, production w...
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03/26/2023
Frame Flexible Network
Existing video recognition algorithms always conduct different training ...
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03/03/2023
Continual Causal Inference with Incremental Observational Data
The era of big data has witnessed an increasing availability of observat...
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02/28/2023
Steganography of Steganographic Networks
Steganography is a technique for covert communication between two partie...
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02/25/2023
Better Generative Replay for Continual Federated Learning
Federated learning is a technique that enables a centralized server to l...
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02/25/2023
Fair Attribute Completion on Graph with Missing Attributes
Tackling unfairness in graph learning models is a challenging task, as t...
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02/13/2023
Towards Explainable Visual Anomaly Detection
Anomaly detection and localization of visual data, including images and ...
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02/02/2023
Causal Effect Estimation: Recent Advances, Challenges, and Opportunities
Causal inference has numerous real-world applications in many domains, s...
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01/03/2023
Continual Treatment Effect Estimation: Challenges and Opportunities
A further understanding of cause and effect within observational data is...
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01/01/2023
Trojaning semi-supervised learning model via poisoning wild images on the web
Wild images on the web are vulnerable to backdoor (also called trojan) p...
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12/29/2022
Exploring Depth Information for Face Manipulation Detection
Face manipulation detection has been receiving a lot of attention for th...
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12/08/2022
Frozen CLIP Model is An Efficient Point Cloud Backbone
The pretraining-finetuning paradigm has demonstrated great success in NL...
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11/20/2022
Semi-supervised Local Cluster Extraction by Compressive Sensing
Local clustering problem aims at extracting a small local structure insi...
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11/01/2022
Speech-text based multi-modal training with bidirectional attention for improved speech recognition
To let the state-of-the-art end-to-end ASR model enjoy data efficiency, ...
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10/28/2022
Learning to Immunize Images for Tamper Localization and Self-Recovery
Digital images are vulnerable to nefarious tampering attacks such as con...
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09/22/2022
Layer Freezing Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
Recently, sparse training has emerged as a promising paradigm for effici...
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08/22/2022
Hierarchical Capsule Prediction Network for Marketing Campaigns Effect
Marketing campaigns are a set of strategic activities that can promote a...
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07/28/2022
Generative Steganography Network
Steganography usually modifies cover media to embed secret data. A new s...
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07/21/2022
Image Generation Network for Covert Transmission in Online Social Network
Online social networks have stimulated communications over the Internet ...
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07/07/2022
Robust Watermarking for Video Forgery Detection with Improved Imperceptibility and Robustness
Videos are prone to tampering attacks that alter the meaning and deceive...
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07/04/2022
Sustainable AI Processing at the Edge
Edge computing is a popular target for accelerating machine learning alg...
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06/22/2022
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations
Artificial neural networks (ANNs), originally inspired by biological neu...
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06/06/2022
Robust Image Protection Countering Cropping Manipulation
Image cropping is an inexpensive and effective operation of maliciously ...
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06/02/2022
A DTCWT-SVD Based Video Watermarking resistant to frame rate conversion
Videos can be easily tampered, copied and redistributed by attackers for...
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05/28/2022
Multimodal Fake News Detection via CLIP-Guided Learning
Multimodal fake news detection has attracted many research interests in ...
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04/11/2022
Fusion of Self-supervised Learned Models for MOS Prediction
We participated in the mean opinion score (MOS) prediction challenge, 20...
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04/08/2022
Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition
Low resource speech recognition has been long-suffering from insufficien...
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03/10/2022
Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials
Estimating treatment effects from observational data provides insights a...
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02/22/2022
Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data
The foremost challenge to causal inference with real-world data is to ha...
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12/29/2021
Invertible Image Dataset Protection
Deep learning has achieved enormous success in various industrial applic...
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12/18/2021
Adversarial Memory Networks for Action Prediction
Action prediction aims to infer the forthcoming human action with partia...
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11/23/2021
GenReg: Deep Generative Method for Fast Point Cloud Registration
Accurate and efficient point cloud registration is a challenge because t...
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10/15/2021