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09/19/2023
SideGAN: 3D-Aware Generative Model for Improved Side-View Image Synthesis
While recent 3D-aware generative models have shown photo-realistic image...
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09/13/2023
MagiCapture: High-Resolution Multi-Concept Portrait Customization
Large-scale text-to-image models including Stable Diffusion are capable ...
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09/07/2023
Text2Control3D: Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model
Recent advances in diffusion models such as ControlNet have enabled geom...
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08/22/2023
Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems
Interactive Recommender Systems (IRSs) have attracted a lot of attention...
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08/21/2023
ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal
In this paper, we introduce ST-RAP, a novel Spatio-Temporal framework fo...
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08/17/2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts
Test-time adaptation (TTA) aims to adapt a pre-trained model to the targ...
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08/16/2023
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis
Existing text-to-image generation approaches have set high standards for...
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08/15/2023
Shortcut-V2V: Compression Framework for Video-to-Video Translation based on Temporal Redundancy Reduction
Video-to-video translation aims to generate video frames of a target dom...
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08/14/2023
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization
Test-time adaptation (TTA) methods, which generally rely on the model's ...
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07/21/2023
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields
As recent advances in Neural Radiance Fields (NeRF) have enabled high-fi...
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07/18/2023
PixelHuman: Animatable Neural Radiance Fields from Few Images
In this paper, we propose PixelHuman, a novel human rendering model that...
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07/10/2023
HistRED: A Historical Document-Level Relation Extraction Dataset
Despite the extensive applications of relation extraction (RE) tasks in ...
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06/21/2023
Local 3D Editing via 3D Distillation of CLIP Knowledge
3D content manipulation is an important computer vision task with many r...
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06/21/2023
Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints
Lexically-constrained NMT (LNMT) aims to incorporate user-provided termi...
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06/19/2023
Enhancing Generalization and Plasticity for Sample Efficient Reinforcement Learning
In Reinforcement Learning (RL), enhancing sample efficiency is crucial, ...
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06/09/2023
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
Recently, unsupervised representation learning (URL) has improved the sa...
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05/08/2023
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation
Despite the recent advances in open-domain dialogue systems, building a ...
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03/28/2023
RobustSwap: A Simple yet Robust Face Swapping Model against Attribute Leakage
Face swapping aims at injecting a source image's identity (i.e., facial ...
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03/09/2023
Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays
X-ray computed tomography (CT) is one of the most common imaging techniq...
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02/27/2023
Deep Imbalanced Time-series Forecasting via Local Discrepancy Density
Time-series forecasting models often encounter abrupt changes in a given...
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02/10/2023
TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation
This paper proposes a novel batch normalization strategy for test-time a...
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11/09/2022
ReFu: Refine and Fuse the Unobserved View for Detail-Preserving Single-Image 3D Human Reconstruction
Single-image 3D human reconstruction aims to reconstruct the 3D textured...
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10/31/2022
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task
In retrieval-based dialogue systems, a response selection model acts as ...
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10/25/2022
WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
Time series forecasting has become a critical task due to its high pract...
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10/25/2022
Guiding Users to Where to Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization
Existing deep interactive colorization models have focused on ways to ut...
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10/12/2022
Enemy Spotted: in-game gun sound dataset for gunshot classification and localization
Recently, deep learning-based methods have drawn huge attention due to t...
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09/21/2022
PePe: Personalized Post-editing Model utilizing User-generated Post-edits
Incorporating personal preference is crucial in advanced machine transla...
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09/15/2022
Morphology-Aware Interactive Keypoint Estimation
Diagnosis based on medical images, such as X-ray images, often involves ...
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09/14/2022
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
Image classification models often learn to predict a class based on irre...
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09/12/2022
Residual Correction in Real-Time Traffic Forecasting
Predicting traffic conditions is tremendously challenging since every ro...
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08/29/2022
Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity
Semantically meaningful sentence embeddings are important for numerous t...
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08/16/2022
Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment
Editing hairstyle is unique and challenging due to the complexity and de...
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08/08/2022
A Visual Analytics System for Improving Attention-based Traffic Forecasting Models
With deep learning (DL) outperforming conventional methods for different...
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07/21/2022
Towards Accurate Open-Set Recognition via Background-Class Regularization
In open-set recognition (OSR), classifiers should be able to reject unkn...
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07/14/2022
iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer
Point-interactive image colorization aims to colorize grayscale images w...
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06/28/2022
High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions
Image-based virtual try-on aims to synthesize an image of a person weari...
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06/17/2022
HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting
Hairstyle transfer is the task of modifying a source hairstyle to a targ...
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06/08/2022
DebiasBench: Benchmark for Fair Comparison of Debiasing in Image Classification
Image classifiers often rely overly on peripheral attributes that have a...
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06/01/2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation
Despite recent advancements in deep learning, deep networks still suffer...
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05/29/2022
BiasEnsemble: Revisiting the Importance of Amplifying Bias for Debiasing
In image classification, "debiasing" aims to train a classifier to be le...
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04/27/2022
DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games
This paper presents a personalized character recommendation system for M...
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03/12/2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations
While NeRF-based 3D-aware image generation methods enable viewpoint cont...
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12/21/2021
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE
In order to perform unconditional video generation, we must learn the di...
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12/07/2021
CG-NeRF: Conditional Generative Neural Radiance Fields
While recent NeRF-based generative models achieve the generation of dive...
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11/16/2021
Data Augmentation using Random Image Cropping for High-resolution Virtual Try-On (VITON-CROP)
Image-based virtual try-on provides the capacity to transfer a clothing ...
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11/15/2021
AnimeCeleb: Large-Scale Animation CelebFaces Dataset via Controllable 3D Synthetic Models
Despite remarkable success in deep learning-based face-related models, t...
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10/26/2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain
During the fine-tuning phase of transfer learning, the pretrained vocabu...
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10/22/2021
Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children
Despite the unprecedented improvement of face recognition, existing face...
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10/18/2021
Natural Attribute-based Shift Detection
Despite the impressive performance of deep networks in vision, language,...
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08/23/2021