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09/13/2023
Dynamic Spectrum Mixer for Visual Recognition
Recently, MLP-based vision backbones have achieved promising performance...
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09/04/2023
ImmersiveNeRF: Hybrid Radiance Fields for Unbounded Immersive Light Field Reconstruction
This paper proposes a hybrid radiance field representation for unbounded...
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08/29/2023
Empowering LLM to use Smartphone for Intelligent Task Automation
Mobile task automation is an attractive technique that aims to enable vo...
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07/13/2023
DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations
Applications that could benefit from automatic understanding of human-hu...
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06/21/2023
Fast Segment Anything
The recently proposed segment anything model (SAM) has made a significan...
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06/01/2023
Coneheads: Hierarchy Aware Attention
Attention networks such as transformers have achieved state-of-the-art p...
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05/24/2023
Shadow Cones: Unveiling Partial Orders in Hyperbolic Space
Hyperbolic space has been shown to produce superior low-dimensional embe...
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05/23/2023
Generating Data for Symbolic Language with Large Language Models
While large language models (LLMs) bring not only performance but also c...
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05/01/2023
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video
Face reenactment methods attempt to restore and re-animate portrait vide...
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04/26/2023
Super-NeRF: View-consistent Detail Generation for NeRF super-resolution
The neural radiance field (NeRF) achieved remarkable success in modeling...
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04/24/2023
Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting
Detailed 3D reconstruction and photo-realistic relighting of digital hum...
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04/13/2023
Inpaint Anything: Segment Anything Meets Image Inpainting
Modern image inpainting systems, despite the significant progress, often...
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03/26/2023
ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection
Background subtraction (BGS) aims to extract all moving objects in the v...
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03/14/2023
Automated Self-Supervised Learning for Recommendation
Graph neural networks (GNNs) have emerged as the state-of-the-art paradi...
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03/14/2023
TEA-PSE 3.0: Tencent-Ethereal-Audio-Lab Personalized Speech Enhancement System For ICASSP 2023 DNS Challenge
This paper introduces the Unbeatable Team's submission to the ICASSP 202...
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02/11/2023
Compositional Exemplars for In-context Learning
Large pretrained language models (LMs) have shown impressive In-Context ...
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01/19/2023
Batch Prompting: Efficient Inference with Large Language Model APIs
Performing inference on hundreds of thousands of samples with large lang...
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12/10/2022
Realization Scheme for Visual Cryptography with Computer-generated Holograms
We propose to realize visual cryptography in an indirect way with the he...
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11/29/2022
Coder Reviewer Reranking for Code Generation
Sampling diverse programs from a code language model and reranking with ...
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11/18/2022
Task Residual for Tuning Vision-Language Models
Large-scale vision-language models (VLMs) pre-trained on billion-level d...
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11/10/2022
Speech Enhancement with Fullband-Subband Cross-Attention Network
FullSubNet has shown its promising performance on speech enhancement by ...
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11/04/2022
Experiment of Multi-UAV Full-Duplex System Equipped with Directional Antennas
One of the key enablers for the realization of a variety of unmanned aer...
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10/22/2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback
Recently, dataset-generation-based zero-shot learning has shown promisin...
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10/21/2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play
The task of context-dependent text-to-SQL aims to convert multi-turn use...
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10/06/2022
Binding Language Models in Symbolic Languages
Though end-to-end neural approaches have recently been dominating NLP ta...
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09/22/2022
Unified Joint Matrix-Monotonic Optimization of MIMO Training Sequences and Transceivers
Channel estimation and transmission constitute the most fundamental func...
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09/19/2022
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries
We develop NL2INTERFACE to explore the potential of generating usable in...
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09/10/2022
A Novel Energy Efficiency Metric for Next Generation Wireless Communication Networks
As a core performance metric for green communications, the conventional ...
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07/18/2022
MCTensor: A High-Precision Deep Learning Library with Multi-Component Floating-Point
In this paper, we introduce MCTensor, a library based on PyTorch for pro...
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07/11/2022
Geometry-aware Single-image Full-body Human Relighting
Single-image human relighting aims to relight a target human under new l...
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07/03/2022
Asymptotic Uncertainty of False Discovery Proportion
Multiple testing has been a popular topic in statistical research. Altho...
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06/25/2022
Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks
This paper studies distributed diffusion adaptation over clustered multi...
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05/09/2022
SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment
Image compression has raised widespread interest recently due to its sig...
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04/20/2022
GIMO: Gaze-Informed Human Motion Prediction in Context
Predicting human motion is critical for assistive robots and AR/VR appli...
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04/07/2022
ProbNVS: Fast Novel View Synthesis with Learned Probability-Guided Sampling
Existing state-of-the-art novel view synthesis methods rely on either fa...
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03/28/2022
Structured Local Radiance Fields for Human Avatar Modeling
It is extremely challenging to create an animatable clothed human avatar...
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03/17/2022
Interacting Attention Graph for Single Image Two-Hand Reconstruction
Graph convolutional network (GCN) has achieved great success in single h...
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03/16/2022
In-Context Learning for Few-Shot Dialogue State Tracking
Collecting and annotating task-oriented dialogues is time-consuming and ...
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03/04/2022
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation
Light field disparity estimation is an essential task in computer vision...
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02/16/2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
There is a growing interest in dataset generation recently due to the su...
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02/14/2022
HyLa: Hyperbolic Laplacian Features For Graph Learning
Due to its geometric properties, hyperbolic space can support high-fidel...
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02/10/2022
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
Hyperdimensional computing (HDC) is an emerging learning paradigm that c...
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02/03/2022
Context-Based MEC Platform for Augmented-Reality Services in 5G Networks
Augmented reality (AR) has drawn great attention in recent years. Howeve...
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02/01/2022
Spectrum Sharing between Directional-Antenna- Equipped UAV System and Terrestrial Systems
Unmanned aerial vehicles (UAVs)-based applications, such as surveillance...
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02/01/2022
Full-Duplex Aerial Communication System for Multiple UAVs with Directional Antennas
UAV-based wireless systems, such as wireless relay and remote sensing, h...
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02/01/2022
Ground Experiment of Full-Duplex Multi-UAV System Enabled by Directional Antennas
A high performance multi-UAV communication system, which bridges multipl...
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01/28/2022
Mask-based Latent Reconstruction for Reinforcement Learning
For deep reinforcement learning (RL) from pixels, learning effective sta...
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01/20/2022
HDhuman: High-quality Human Performance Capture with Sparse Views
In this paper, we introduce HDhuman, a method that addresses the challen...
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12/19/2021
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars
We propose a novel neural rendering pipeline, Hybrid Volumetric-Textural...
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11/16/2021