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Research & Development
Integrating MOOCs, Smart Teaching, and AI for a Unified Educational Experience
TLDR: This research paper proposes a unified pedagogical framework that integrates Massive Open Online Courses (MOOCs), Smart Teaching, and AI-enhanced learning to overcome the...
Research & Development
APTx Neuron: Unifying Activation and Computation in Neural Networks
TLDR: The APTx Neuron is a novel neural unit that integrates non-linear activation and linear transformation into a single trainable expression, eliminating the need...
Research & Development
Refining Language Model Training Data with Influence Functions
TLDR: A research paper explores using influence functions to clean up noisy human preference datasets used for fine-tuning language models. By approximating influence functions,...
Research & Development
Unlocking Higher Auction Revenue in Networked Markets
TLDR: This research introduces APX-R, a new auction mechanism that uses a simple, near-optimal reserve price to maximize seller revenue in social networks. It...
Research & Development
New Framework for Strategyproof Auctions in Social Networks
TLDR: This research introduces a foundational framework for designing strategyproof auctions in social networks, addressing a long-standing challenge. It defines two new categories of...
Research & Development
DFQ-ViT: Enabling Efficient Vision Transformers on Edge Devices Without Original Data
TLDR: DFQ-ViT is a novel method for quantizing Vision Transformers (ViTs) to make them smaller and faster for devices with limited resources. It achieves...