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森田と向井がコンピュータサイエンス周辺の論文をなんとなく読んで感心する Podcast です。

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#143 – SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

2024-12-11 13:16

#142: An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction, and Compromise

2024-12-04 14:14

#141: SQL Has Problems. We Can Fix Them: Pipe Syntax In SQL

2024-11-13 13:51

#140: GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

2024-10-25 05:20

#139: NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

2024-10-02 23:52

#138: Distilling the Knowledge in a Neural Network

2024-09-11 22:07

#137: Optimal Quantile Approximation in Streams

2024-08-13 22:09

#136: Distinct Elements in Streams: An Algorithm for the (Text) Book

2024-08-07 13:01

#135: In-Datacenter Performance Analysis of a Tensor Processing Unit

2024-07-02 13:05

#134: LoRA: Low-Rank Adaptation of Large Language Models

2024-06-09 13:20

#133: Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations

2024-05-21 22:11

#132: High-Resolution Image Synthesis with Latent Diffusion Models

2024-05-02 13:59

#131: FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

2024-04-23 12:51

#130: Diffusion models from scratch, from a new theoretical perspective

2024-04-05 22:01

#129: Programming Massively Parallel Processors (Ch.4- Ch.6)

2024-03-26 22:12

#128: Faiss: A library for efficient similarity search and clustering of dense vectors.

2024-03-10 05:53

#127: Programming Massively Parallel Processors (Ch.1- Ch.3)

2024-02-29 22:40

#126: Vector Database Management Systems

2024-01-30 23:02

#125: Always-on Vision Processing Unit for Mobile Applications

2024-01-23 23:38

#124: GAIA: a benchmark for General AI Assistants

2023-12-23 02:40

#123: SYCL 2020 Specification

2023-12-06 00:38

#122: Lifting the veil on Meta’s microservice architecture

2023-11-09 14:28

#121: The SPACE of Developer Productivity

2023-10-31 12:47

#120: On-demand Container Loading in AWS Lambda

2023-09-21 12:48

#119: Overlapping Experiment Infrastructure

2023-08-22 13:39

#118: Pathways: Asynchronous Distributed Dataflow for ML

2023-07-26 22:07

#117: DuckDB: an Embeddable Analytical Database

2023-07-18 13:27

#116: Asymmetric numeral systems

2023-06-06 09:53

#115: Constitutional AI: Harmlessness from AI Feedback

2023-05-23 10:27

#114: Invisinets: Removing Networking from Cloud Networks

2023-05-18 21:14

#113: Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

2023-05-02 14:19

#112: SkyPilot: An Intercloud Broker for Sky Computing

2023-04-26 12:44

#111: Formal Algorithms for Transformers

2023-04-04 23:52

#110.5

2023-03-24 21:35

#110: Perseus: A Fail-Slow Detection Framework for Cloud Storage Systems

2023-03-21 21:07

#109: A Measure of Transaction Processing Power

2023-03-01 22:43

#108: The Verse Calculus

2023-02-03 08:52

#107: Simple Ideas That Changed Printing and Publishing

2022-12-21 22:33

#106: Human-level play in the game of Diplomacy by combining language models with strategic reasoning

2022-12-13 22:46

#105: Volcano – An Extensible and Parallel Query Evaluation System

2022-12-07 07:11

#104: It’s Time to Replace TCP in the Datacenter

2022-11-19 22:30

#103: GPU-Accelerated Path Rendering

2022-11-02 06:54

#102: Do Developers Really Know How to Use Git Commands? A Large-scale Study Using Stack Overflow

2022-10-27 09:27

#101: Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics

2022-10-20 08:33

#100 AMA!

2022-10-14 20:54

#99.5 AMA?

2022-10-05 22:13

#99: The Prusti Project: Formal Verification for Rust

2022-09-27 21:22

#98: Dynamo: Amazon’s Highly Available Key-value Store

2022-09-14 21:53