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09/20/2023
FreeU: Free Lunch in Diffusion U-Net
In this paper, we uncover the untapped potential of diffusion U-Net, whi...
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09/14/2023
Large-Vocabulary 3D Diffusion Model with Transformer
Creating diverse and high-quality 3D assets with an automatic generative...
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09/05/2023
ReliTalk: Relightable Talking Portrait Generation from a Single Video
Recent years have witnessed great progress in creating vivid audio-drive...
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09/01/2023
CityDreamer: Compositional Generative Model of Unbounded 3D Cities
In recent years, extensive research has focused on 3D natural scene gene...
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08/20/2023
Towards Real-World Visual Tracking with Temporal Contexts
Visual tracking has made significant improvements in the past few decade...
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08/18/2023
HumanLiff: Layer-wise 3D Human Generation with Diffusion Model
3D human generation from 2D images has achieved remarkable progress thro...
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08/15/2023
Link-Context Learning for Multimodal LLMs
The ability to learn from context with novel concepts, and deliver appro...
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08/14/2023
Hierarchy Flow For High-Fidelity Image-to-Image Translation
Image-to-image (I2I) translation comprises a wide spectrum of tasks. Her...
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08/10/2023
Temporally-Adaptive Models for Efficient Video Understanding
Spatial convolutions are extensively used in numerous deep video models....
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07/28/2023
Deep Reinforcement Learning Based Intelligent Reflecting Surface Optimization for TDD MultiUser MIMO Systems
In this letter, we investigate the discrete phase shift design of the in...
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07/27/2023
Performance of RIS-Assisted Full-Duplex Space Shift Keying With Imperfect Self-Interference Cancellation
In this paper, we consider a full-duplex (FD) space shift keying (SSK) c...
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07/25/2023
Benchmarking and Analyzing Generative Data for Visual Recognition
Advancements in large pre-trained generative models have expanded their ...
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07/19/2023
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis
Cross-modality medical image synthesis is a critical topic and has the p...
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07/17/2023
Pair then Relation: Pair-Net for Panoptic Scene Graph Generation
Panoptic Scene Graph (PSG) is a challenging task in Scene Graph Generati...
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07/13/2023
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
This paper introduces InternVid, a large-scale video-centric multimodal ...
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06/26/2023
FunQA: Towards Surprising Video Comprehension
Surprising videos, e.g., funny clips, creative performances, or visual i...
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06/15/2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models
Recent advancements in vision foundation models (VFMs) have opened up ne...
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06/15/2023
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection
Out-of-Distribution (OOD) detection is critical for the reliable operati...
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06/13/2023
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
Large text-to-image diffusion models have exhibited impressive proficien...
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06/08/2023
MIMIC-IT: Multi-Modal In-Context Instruction Tuning
High-quality instructions and responses are essential for the zero-shot ...
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06/07/2023
GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation
Recent advances in deep learning have witnessed many successful unsuperv...
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06/01/2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
Existing deepfake detection methods fail to generalize well to unseen or...
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05/30/2023
Learning without Forgetting for Vision-Language Models
Class-Incremental Learning (CIL) or continual learning is a desired capa...
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05/22/2023
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars
Synthesizing high-fidelity head avatars is a central problem for compute...
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05/18/2023
ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis
Neural Radiance Fields (NeRF) has demonstrated remarkable 3D reconstruct...
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05/09/2023
StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-based Generator
Despite recent advances in syncing lip movements with any audio waves, c...
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05/05/2023
Otter: A Multi-Modal Model with In-Context Instruction Tuning
Large language models (LLMs) have demonstrated significant universal cap...
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04/20/2023
Collaborative Diffusion for Multi-Modal Face Generation and Editing
Diffusion models arise as a powerful generative tool recently. Despite t...
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04/19/2023
Transformer-Based Visual Segmentation: A Survey
Visual segmentation seeks to partition images, video frames, or point cl...
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04/18/2023
Variational Relational Point Completion Network for Robust 3D Classification
Real-scanned point clouds are often incomplete due to viewpoint, occlusi...
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04/17/2023
Text2Performer: Text-Driven Human Video Generation
Text-driven content creation has evolved to be a transformative techniqu...
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04/13/2023
RoboBEV: Towards Robust Bird's Eye View Perception under Corruptions
The recent advances in camera-based bird's eye view (BEV) representation...
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04/06/2023
DiffMimic: Efficient Motion Mimicking with Differentiable Physics
Motion mimicking is a foundational task in physics-based character anima...
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04/05/2023
Detecting and Grounding Multi-Modal Media Manipulation
Misinformation has become a pressing issue. Fake media, in both visual a...
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03/30/2023
Robo3D: Towards Robust and Reliable 3D Perception against Corruptions
The robustness of 3D perception systems under natural corruptions from e...
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03/30/2023
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling
Synthetic data has emerged as a promising source for 3D human research a...
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03/28/2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis
Neural Radiance Field (NeRF) significantly degrades when only a limited ...
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03/28/2023
F^2-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories
This paper presents a novel grid-based NeRF called F2-NeRF (Fast-Free-Ne...
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03/23/2023
ReVersion: Diffusion-Based Relation Inversion from Images
Diffusion models gain increasing popularity for their generative capabil...
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03/23/2023
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation
Knowledge distillation is a popular technique for transferring the knowl...
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03/22/2023
SHERF: Generalizable Human NeRF from a Single Image
Existing Human NeRF methods for reconstructing 3D humans typically rely ...
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03/16/2023
Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation
Animating virtual avatars to make co-speech gestures facilitates various...
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03/13/2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need
Class-incremental learning (CIL) aims to adapt to emerging new classes w...
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03/10/2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
Recent advances in face manipulation using StyleGAN have produced impres...
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03/09/2023
Rethinking Range View Representation for LiDAR Segmentation
LiDAR segmentation is crucial for autonomous driving perception. Recent ...
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02/18/2023
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
The Pretrained Foundation Models (PFMs) are regarded as the foundation f...
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02/14/2023
Make Your Brief Stroke Real and Stereoscopic: 3D-Aware Simplified Sketch to Portrait Generation
Creating the photo-realistic version of people sketched portraits is use...
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02/07/2023
Deep Class-Incremental Learning: A Survey
Deep models, e.g., CNNs and Vision Transformers, have achieved impressiv...
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02/02/2023
SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections
In this work, we present SceneDreamer, an unconditional generative model...
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01/31/2023