Physics-Informed Neural Networks (PINNs) have gained popularity in solving nonlinear partial differential equations (PDEs) via integrating physical laws into the training of neural networks, making them superior in many scientific and engineering applications.
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We propose a training-assisted bit flip attack, in which the adversary is involved in the training stage to build a high-risk model to release.
In this paper, we propose a novel task, Proactive News Grounded Conversation, in which a dialogue system can proactively lead the conversation based on some key topics of the news.
Existing knowledge distillation methods typically work by imparting the knowledge of output logits or intermediate feature maps from the teacher network to the student network, which is very successful in multi-class single-label learning.
One of the challenges in learning to perform abstract reasoning is that problems are often posed as monolithic tasks, with no intermediate subgoals.
This paper describes the systems submitted by team6 for ChatEval, the DSTC 11 Track 4 competition.
Medical systematic reviews can be very costly and resource intensive.
Hyper-relational knowledge graph completion (HKGC) aims at inferring unknown triples while considering its qualifiers.
Email platforms need to generate personalized rankings of emails that satisfy user preferences, which may vary over time.
In this work, we propose a novel training mechanism termed SegPrompt that uses category information to improve the model's class-agnostic segmentation ability for both known and unknown categories.
Operations such as edge detection, image enhancement, and super-resolution, provide the foundations for higher level image analysis.
To overcome the above issues, we introduce CycleAdapt, which cyclically adapts two networks: a human mesh reconstruction network (HMRNet) and a human motion denoising network (MDNet), given a test video.
Large Language Models (LLMs) usually suffer from knowledge cutoff or fallacy issues, which means they are unaware of unseen events or generate text with incorrect facts owing to the outdated/noisy data.
State-of-the-art solutions adopt the DETR-like framework, and mainly develop the complex decoder, e. g., regarding pose estimation as keypoint box detection and combining with human detection in ED-Pose, hierarchically predicting with pose decoder and joint (keypoint) decoder in PETR.
Many machine translation toolkits make use of a data preparation step wherein raw data is transformed into a tensor format that can be used directly by the trainer.
Based on the modeling method, we present FocusFlow, a framework consisting of 1) a mix loss function combined with a classic photometric loss function and our proposed Conditional Point Control Loss (CPCL) function for diverse point-wise supervision; 2) a conditioned controlling model which substitutes the conventional feature encoder by our proposed Condition Control Encoder (CCE).
Two metrics are proposed to evaluate AER performance with automatic segmentation based on time-weighted emotion and speaker classification errors.
We extend object tracking and 3D reconstruction algorithms to support continuous segmentation labels to leverage the advances in the 2D image segmentation, especially the Segment-Anything Model (SAM) which uses the pretrained neural network without additional training for new scenes, for 3D object segmentation.
Vision transformers are effective deep learning models for vision tasks, including medical image segmentation.
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Transcribe your podcasts, videos, and meetings - summary, topics and more!
Turn any web link into a podcast episode using a chrome extension
All-in-One Twitter Growth Tool. Powered by AI and automation. Try it for free.
InsightIQ, Gateway to Influencer Marketing and API Design
Generated Photos is a platf...
Saydata seamlessly integrates AI-driven analytics for your customers into your app. Designed for beautiful visualization. Engineered for simplicity.
Formula Generator: Generate LaTeX formulae and equations that can be copied to Microsoft Word
Harness the power of generative AI for your custom business processes with VectorShift.
Create professional, studio-quality videos from anywhere with just your phone. Our powerful AI platform lets you capture pro-quality remote video calls, add special effects, and edit and publish in minutes at a fraction of the cost of a professional production studio.