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09/18/2023
Multi-modality Meets Re-learning: Mitigating Negative Transfer in Sequential Recommendation
Learning effective recommendation models from sparse user interactions r...
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09/18/2023
Learning Inertial Parameter Identification of Unknown Object with Humanoid Robot using Sim-to-Real Adaptation
Understanding the dynamics of unknown object is crucial for collaborativ...
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09/09/2023
How to Evaluate Semantic Communications for Images with ViTScore Metric?
Semantic communications (SC) have been expected to be a new paradigm shi...
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08/23/2023
Shape-conditioned 3D Molecule Generation via Equivariant Diffusion Models
Ligand-based drug design aims to identify novel drug candidates of simil...
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08/01/2023
Context-Aware Talking-Head Video Editing
Talking-head video editing aims to efficiently insert, delete, and subst...
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07/30/2023
InfoStyler: Disentanglement Information Bottleneck for Artistic Style Transfer
Artistic style transfer aims to transfer the style of an artwork to a ph...
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06/26/2023
3D-Aware Adversarial Makeup Generation for Facial Privacy Protection
The privacy and security of face data on social media are facing unprece...
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04/17/2023
Collaborative Feature Learning for Fine-grained Facial Forgery Detection and Segmentation
Detecting maliciously falsified facial images and videos has attracted e...
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04/04/2023
Learning Invariant Representation via Contrastive Feature Alignment for Clutter Robust SAR Target Recognition
The deep neural networks (DNNs) have freed the synthetic aperture radar ...
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02/28/2023
IntrinsicNGP: Intrinsic Coordinate based Hash Encoding for Human NeRF
Recently, many works have been proposed to utilize the neural radiance f...
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02/19/2023
Designing a 3D-Aware StyleNeRF Encoder for Face Editing
GAN inversion has been exploited in many face manipulation tasks, but 2D...
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02/02/2023
Visual Realism Assessment for Face-swap Videos
Deep-learning based face-swap videos, also known as deep fakes, are beco...
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10/04/2022
SelfNeRF: Fast Training NeRF for Human from Monocular Self-rotating Video
In this paper, we propose SelfNeRF, an efficient neural radiance field b...
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09/16/2022
Recursive Attentive Methods with Reused Item Representations for Sequential Recommendation
Sequential recommendation aims to recommend the next item of users' inte...
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09/11/2022
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense
Deep Neural Networks (DNNs) based Synthetic Aperture Radar (SAR) Automat...
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06/30/2022
DFGC 2022: The Second DeepFake Game Competition
This paper presents the summary report on our DFGC 2022 competition. The...
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06/17/2022
MultiEarth 2022 – The Champion Solution for the Matrix Completion Challenge via Multimodal Regression and Generation
Earth observation satellites have been continuously monitoring the earth...
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06/04/2022
Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation
Session-based recommendation aims to generate recommendations for the ne...
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05/30/2022
Exposing Fine-grained Adversarial Vulnerability of Face Anti-spoofing Models
Adversarial attacks seriously threaten the high accuracy of face anti-sp...
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04/04/2022
Order Selection Prophet Inequality: From Threshold Optimization to Arrival Time Design
In the classical prophet inequality, a gambler faces a sequence of items...
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01/17/2022
UWC: Unit-wise Calibration Towards Rapid Network Compression
This paper introduces a post-training quantization (PTQ) method achievin...
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01/04/2022
TAMM: Tensor Algebra for Many-body Methods
Tensor contraction operations in computational chemistry consume signifi...
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12/10/2021
HeadNeRF: A Real-time NeRF-based Parametric Head Model
In this paper, we propose HeadNeRF, a novel NeRF-based parametric head m...
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10/29/2021
Novel View Synthesis from a Single Image via Unsupervised learning
View synthesis aims to generate novel views from one or more given sourc...
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06/02/2021
DFGC 2021: A DeepFake Game Competition
This paper presents a summary of the DFGC 2021 competition. DeepFake tec...
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04/28/2021
Robust Face-Swap Detection Based on 3D Facial Shape Information
Maliciously-manipulated images or videos - so-called deep fakes - especi...
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04/21/2021
SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer
In recent years, virtual makeup applications have become more and more p...
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11/18/2020
MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation
Pose-guided person image generation usually involves using paired source...
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10/04/2020
Rank Position Forecasting in Car Racing
Forecasting is challenging since uncertainty resulted from exogenous fac...
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07/19/2020
Hybrid Collaborative Filtering Models for Clinical Search Recommendation
With increasing and extensive use of electronic health records, clinicia...
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07/03/2020
Least Squares Estimator for Vasicek Model Driven by Sub-fractional Brownian Processes from Discrete Observations
We study the parameter estimation problem of Vasicek Model driven by sub...
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04/03/2020
M2pht: Mixed Models with Preferences and Hybrid Transitions for Next-Basket Recommendation
Next-basket recommendation considers the problem of recommending a set o...
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04/03/2020
Learning Pose-invariant 3D Object Reconstruction from Single-view Images
Learning to reconstruct 3D shapes using 2D images is an active research ...
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03/29/2020
Co-occurrence Background Model with Superpixels for Robust Background Initialization
Background initialization is an important step in many high-level applic...
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02/27/2020
HAM: Hybrid Associations Model with Pooling for Sequential Recommendation
We developed a hybrid associations model (HAM) to generate sequential re...
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02/09/2020
A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems
Recent researches show that machine learning has the potential to learn ...
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11/15/2019
CNN-based Dual-Chain Models for Knowledge Graph Learning
Knowledge graph learning plays a critical role in integrating domain spe...
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11/10/2019
Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval
Sketch-based image retrieval (SBIR) is a challenging task due to the lar...
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10/30/2019
Comprehensive Video Understanding: Video summarization with content-based video recommender design
Video summarization aims to extract keyframes/shots from a long video. P...
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07/31/2019
iCartoonFace: A Benchmark of Cartoon Person Recognition
Cartoons receive increasingly attention and have a huge global market. C...
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05/31/2019
Point Clouds Learning with Attention-based Graph Convolution Networks
Point clouds data, as one kind of representation of 3D objects, are the ...
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02/27/2019
On the generalization of GAN image forensics
Recently the GAN generated face images are more and more realistic with ...
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01/23/2019
A deep Convolutional Neural Network for topology optimization with strong generalization ability
This paper proposes a deep Convolutional Neural Network(CNN) with strong...
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11/19/2018
iQIYI-VID: A Large Dataset for Multi-modal Person Identification
Person identification in the wild is very challenging due to great varia...
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10/11/2018
A Blended Deep Learning Approach for Predicting User Intended Actions
User intended actions are widely seen in many areas. Forecasting these a...
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08/20/2018
Person Re-Identification by Semantic Region Representation and Topology Constraint
Person re-identification is a popular research topic which aims at match...
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07/30/2018
Extreme Network Compression via Filter Group Approximation
In this paper we propose a novel decomposition method based on filter gr...
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04/25/2018
High-Performance Massive Subgraph Counting using Pipelined Adaptive-Group Communication
Subgraph counting aims to count the number of occurrences of a subgraph ...
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12/06/2010