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08/31/2023
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks
To handle graphs in which features or connectivities are evolving over t...
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08/17/2023
Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes
3D scene understanding has gained significant attention due to its wide ...
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08/03/2023
Target-point Attention Transformer: A novel trajectory predict network for end-to-end autonomous driving
In the field of autonomous driving, there have been many excellent perce...
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07/25/2023
3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding
3D visual grounding aims to localize the target object in a 3D point clo...
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07/18/2023
Distilling Coarse-to-Fine Semantic Matching Knowledge for Weakly Supervised 3D Visual Grounding
3D visual grounding involves finding a target object in a 3D scene that ...
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07/18/2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond
An authentic face restoration system is becoming increasingly demanding ...
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07/17/2023
BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs
LLMs have demonstrated remarkable abilities at interacting with humans t...
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07/16/2023
3D-Carbon: An Analytical Carbon Modeling Tool for 3D and 2.5D Integrated Circuits
Environmental sustainability, driven by concerns about climate change, r...
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06/02/2023
DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference
Due to limited resources on edge and different characteristics of deep n...
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05/25/2023
CLIP3Dstyler: Language Guided 3D Arbitrary Neural Style Transfer
In this paper, we propose a novel language-guided 3D arbitrary neural st...
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05/23/2023
A Classical Architecture For Digital Quantum Computers
Scaling bottlenecks the making of digital quantum computers, posing chal...
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05/22/2023
Connecting Multi-modal Contrastive Representations
Multi-modal Contrastive Representation (MCR) learning aims to encode dif...
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05/18/2023
RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture
The techniques for 3D indoor scene capturing are widely used, but the me...
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05/16/2023
Pink-Eggs Dataset V1: A Step Toward Invasive Species Management Using Deep Learning Embedded Solutions
We introduce a novel dataset consisting of images depicting pink eggs th...
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05/09/2023
Instant-NeRF: Instant On-Device Neural Radiance Field Training via Algorithm-Accelerator Co-Designed Near-Memory Processing
Instant on-device Neural Radiance Fields (NeRFs) are in growing demand f...
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05/09/2023
Multi-Teacher Knowledge Distillation For Text Image Machine Translation
Text image machine translation (TIMT) has been widely used in various re...
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05/09/2023
E2TIMT: Efficient and Effective Modal Adapter for Text Image Machine Translation
Text image machine translation (TIMT) aims to translate texts embedded i...
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05/01/2023
BCEdge: SLO-Aware DNN Inference Services with Adaptive Batching on Edge Platforms
As deep neural networks (DNNs) are being applied to a wide range of edge...
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04/14/2023
Identity Encoder for Personalized Diffusion
Many applications can benefit from personalized image generation models,...
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04/07/2023
DATE: Domain Adaptive Product Seeker for E-commerce
Product Retrieval (PR) and Grounding (PG), aiming to seek image and obje...
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04/05/2023
Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models
This paper proposes a method for generating images of customized objects...
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03/24/2023
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation
Current methods for few-shot segmentation (FSSeg) have mainly focused on...
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03/21/2023
CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning
Numerous research efforts have been made to stabilize the training of th...
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01/12/2023
Deformation measurement of a soil mixing retaining wall using terrestrial laser scanning
Retaining walls are often built to prevent excessive lateral movements o...
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12/18/2022
RIScatter: Unifying Backscatter Communication and Reconfigurable Intelligent Surface
Backscatter Communication (BackCom) nodes harvest energy from and modula...
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12/13/2022
Dilation-Erosion for Single-Frame Supervised Temporal Action Localization
To balance the annotation labor and the granularity of supervision, sing...
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12/06/2022
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation
A common scenario of Multilingual Neural Machine Translation (MNMT) is t...
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12/02/2022
RT-NeRF: Real-Time On-Device Neural Radiance Fields Towards Immersive AR/VR Rendering
Neural Radiance Field (NeRF) based rendering has attracted growing atten...
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11/18/2022
Stereo Image Rain Removal via Dual-View Mutual Attention
Stereo images, containing left and right view images with disparity, are...
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11/14/2022
Boosting Semi-Supervised 3D Object Detection with Semi-Sampling
Current 3D object detection methods heavily rely on an enormous amount o...
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10/24/2022
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks
Multiplication is arguably the most cost-dominant operation in modern de...
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10/18/2022
ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design
Vision Transformers (ViTs) have achieved state-of-the-art performance on...
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10/13/2022
Behavioral graph fraud detection in E-commerce
In e-commerce industry, graph neural network methods are the new trends ...
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10/09/2022
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing
Leveraging supervised information can lead to superior retrieval perform...
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10/08/2022
Improving End-to-End Text Image Translation From the Auxiliary Text Translation Task
End-to-end text image translation (TIT), which aims at translating the s...
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09/08/2022
Joint Optimization of STAR-RIS Assisted UAV Communication Systems
In this letter, we study the simultaneously transmitting and reflecting ...
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09/01/2022
Video-Guided Curriculum Learning for Spoken Video Grounding
In this paper, we introduce a new task, spoken video grounding (SVG), wh...
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08/23/2022
Learning an Efficient Multimodal Depth Completion Model
With the wide application of sparse ToF sensors in mobile devices, RGB i...
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08/21/2022
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation
Unsupervised domain adaptation (UDA) is an approach to minimizing domain...
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08/20/2022
AntCritic: Argument Mining for Free-Form and Visually-Rich Financial Comments
The task of argument mining aims to detect all possible argumentative co...
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07/24/2022
e-G2C: A 0.14-to-8.31 μJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM
This work presents the first silicon-validated dedicated EGM-to-ECG (G2C...
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07/02/2022
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation
Temporal action segmentation in videos has drawn much attention recently...
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06/15/2022
i-FlatCam: A 253 FPS, 91.49 μJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR
We present a first-of-its-kind ultra-compact intelligent camera system, ...
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06/10/2022
AntPivot: Livestream Highlight Detection via Hierarchical Attention Mechanism
In recent days, streaming technology has greatly promoted the developmen...
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06/02/2022
EyeCoD: Eye Tracking System Acceleration via FlatCam-based Algorithm Accelerator Co-Design
Eye tracking has become an essential human-machine interaction modality ...
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05/25/2022
BRIGHT – Graph Neural Networks in Real-Time Fraud Detection
Detecting fraudulent transactions is an essential component to control r...
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04/23/2022
Indoor simultaneous localization and mapping based on fringe projection profilometry
Simultaneous Localization and Mapping (SLAM) plays an important role in ...
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04/22/2022
Modelling graph dynamics in fraud detection with "Attention"
At online retail platforms, detecting fraudulent accounts and transactio...
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01/27/2022
ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation
The performance of a semantic segmentation model for remote sensing (RS)...
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01/25/2022