Essential AI Research Highlights to Jump‑Start Your Post‑Holiday Learning

After the Chinese New Year holiday, here's a curated collection of essential articles covering core technologies in artificial intelligence, including computer vision, speech recognition, natural language processing, recommendation, and more, to help you quickly regain work and study momentum.

Computer Vision

Ant Real-Time Video Call Technology and Practice

Online Behavior Prediction Based on Temporal Scale Selection

Intrinsic Image Decomposition via Scale‑Space Transform

How to Handle Multiple Degradation Types in Convolutional Super‑Resolution?

Image Generation Algorithm Based on Stylized Adversarial Autoencoder

Multi‑Layer Similarity‑Aware CNN for Person Re‑Identification

How to Detect Video Anomalies? New Detection Model by Alibaba Engineers

Contextual Contrast Features and Gated Multi‑Scale Fusion for Scene Segmentation

Speech Recognition

After Demonstrating 200 Sentences, a Voice “Twin” Is Born!

A‑LSTM for More Accurate Emotion Recognition

New Model for Machines to Understand Long Speech

Framework for Voice Emotion Recognition

Deep Feedforward Sequence Memory Network Boosts Speech Synthesis Speed Fourfold

Text Processing

Syntactically Sensitive Entity Representations for Neural Relation Extraction

Can Crowdsourced Annotations Outperform Expert Labels in NER?

Solving Long Product Title Issues by Alibaba Engineers

How to Generate Personalized Recommendation Copy? AI Copywriting on 1688 Platform

Intelligent Search & Recommendation

How to Bundle Products for Double 11?

Building Virtual Categories Based on Category Relationships

How to Solve “Fake Exposure” in Mobile E‑commerce Platforms?

How Engineers Handle Order‑Combining Techniques?

Visualizing Deep Neural Network CTR Prediction Models

Audience Selection Algorithm for Brand Potential Customers

JUMP: A Joint Estimator for Clicks and Dwell Time

Finding New Owners for Long‑Tail and New Products Among Billions of Items

Knowledge Graph for E‑commerce: Sensing User Needs

Real‑Time Recommendation Algorithm with Hundreds of Billions of Features

End‑to‑End Model for Dynamic Ranking Based on Heterogeneous Content Streams

Rocket Launch: How the “Divine Calculator” of Click‑Through Rate Estimation Is Made

Why Short Videos Keep You Watching? The Underlying Technology

How Machines Guess What You Want? Alibaba XiaoMi Prediction Platform

Reinforcement Learning for Intelligent Interactive Search

Improved Attention Recurrent Control Gate for Personalized Brand Ranking

Fast GeoHash for Efficient Matching of Massive Products and Business Districts

Breaking Traditional Search Ranking: Global Ranking Based on Inter‑Product Influence

Comprehensive

How to Use Unsupervised Models to Prevent Credit Card Fraud?

Alipay: It's Time to Meet New Friends!

How Machines Predict What You Think? Alibaba XiaoMi Platform Reveal

How to Evaluate Deep Learning Model Performance? Alibaba Engineers' Approach

How to Reduce Miss Diagnosis Rate in Disease Monitoring? A New Classification Learning Algorithm

Improving Deep Learning Model Interpretability: Data Exposure and Multi‑Dimensional Visualization