11:13

Tuning Control: Adaptive Bayesian Optimization for Motion Precision

11:39

Tuner's Compass: Bayesian Optimization for Adaptive Experimental Design

10:55

Electricity Price Forecasting: Temporal Fusion Transformer for Extreme Events

10:20

Data Fusion: Bayesian Fusion for Wastewater Management

13:11

Assistant for Wikipedia-like Article Writing: STORM

11:56

AI for Molecules: Transformers in Molecular Design

07:49

Ant Colony: CUDA-Accelerated Deep Learning for Parallel Processing

12:30

Knowledge Navigator: Advancing Retrieval-Augmented Generation with Active Learning

13:52

Tuning the Manufacturing Machine: Bayesian Optimization for Industrial Processes

07:13

Road Map to Knowledge Graphs: Schema Validation, Information Completeness, and Context Injection

11:53

Textual Scaffolding: Enhancing Legal Document Classification with Large Language Models

17:24

CARP: Reasoning-Augmented Text Classification

09:44

Layered learning: Hierarchical Text Classification - An overview

12:51

Jeweler's Loupe: Graph RAG Enhancing Large Language Models

17:07

Modern AI: Matrix-Multiplication-Free LLMs: A Paradigm Shift in Natural Language Processing

11:03

Generative AI, Humanity's Spaceship or Just Another Toy Car?

12:26

Language: A Communication Tool or a Thought Machine? Can LLMs trained with human language think?

14:39

GPT-4o ’s Voice: A Revolution in Conversational AI

17:43

Unleashing the Power of Machine Learning: Supercharging Optimization with Mixed Integer Programming

08:08

The Timekeeper's Fusion: Unraveling Time Series Secrets with the Temporal Fusion Transformer

13:18

Chain of Knowledge: Knowledge Graphs Empowering RAG Systems

17:37

Time series Transformer for MPC: A novel model architecture for Model Predictive Control (MPC)

09:15

Liquid Neural Networks: Sequential data processing and real-time adaptation

07:35

United as One: A deep dive on the merge of Large Language Models

14:17

Solve Mixed Integer Programming using Machine Learning: A review

15:21

Thermodynamic computing: Its impact on AI and quantum computing

17:33

Generative AI or Predictive AI? Deep dive on V-JEPA and its implications on video understanding

17:18

Oil and gas exploration and production in deep water: A deep dive

17:38

Understand Attention and Transformer Model: A deep dive

09:15

GNN for chemistry: Graph Convolutional Networks for predicting Molecular Properties

09:29

Combining Monte Carlo Tree Search (MCTS) with Retrieval Augmented Generation (RAG)

09:11

Graph Neural Networks: For domains like social media and molecule structures

07:09

Can we trust what LLM told me? Review of long-form factuality

08:16

Save time for data practitioners: Data quality inspection and cleaning using generative AI

09:30

YAML: Configuration file for machine learning projects

16:29

From RNN/LSTM to transformers:A review on time series modeling technique changes

10:40

Structural information extraction using generative AI: A review

20:28

Synergy between LLM based RAG and model fine-tuning: A review

12:29

Generative AI for procurement: A review

14:52

Mixed integer linear programming: Incorporate discrete decisions in linear optimization problems

05:57

Synergy between LLM and Reinforcement learning: A deep dive

04:59

Imitation learning from human demonstrations: bimanual tasks and whole-body teleoperation system

08:55

Quantum technologies for manufacturing: A review

05:31

Quantum Computing for Logistics and Supply Chain: A review

06:20

Can AI smell like human?Mapping molecular structure to odor perception using Principal Odor Map

05:49

Quantum Machine Learning:A review on near-term quantum device and applications

07:56

Diffusion Transformer:A deep dive into the model behind OpenAI text-to-video Sora

06:58

Performance metrics for Large Language Models: A review

15:14

Replacing prompt engineering with systematic programming: Deep dive on DSPy

14:36

To prompt :( or to program ;)? A review on DSPy framework for LLM-based applications

08:43

Generative AI that is aware of document structure: A review

10:15

Mechanism of natural language based SQL database agent:Understand Langchain SQL agent

07:36

Evaluation of LLM based Text-to-SQL models

09:15

Quantum Computing fundamentals:hardware, system software, and application layers

12:19

Understand different text-to-video models: Google Lumiere and OpenAI Sora

12:52

Understand how multi-modality AI works: Case study of DeepMind Flamingo

06:43

Music Generation Using AI: A review

07:12

Data Mining: uncover patterns, correlations, and trends

04:06

Guardrails for Large Language Models:Embrace the complexity of the requirements

08:37

Generative AI design patterns:What are they? Why we need them?