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hallucinationsdiffusionvisionagentssecurity-compliancetranslationpromptingsafetydeepfakes & fake newsmusicarchitectureRAGalgorithmsfinancevoice and text-to-speechmodelsvideo and text-to-videohealthcaredefense
diffusiondiffusion
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[#30] Meta releases better technique for more efficient video-language understanding
Oct 24, 2024

[#30] Meta releases better technique for more efficient video-language understanding

Plus AMD reduces the cost of training diffusion models, lung cancer detection, autonomous driving from aerial photos, and seamless AI voice conversation

Chris Han
Chris Han
visionvision
+2+2
[#29] AI can identify food from around the world
Oct 17, 2024

[#29] AI can identify food from around the world

Plus Amazon improves fashion recommendations, detecting brain tumors from MRIs, robots imitating humans, Zillow builds a real-estate chatbot

Chris Han
Chris Han
hallucinationshallucinations
+4+4
[#28] DeepMind finds better ways to compress data using small language models
Oct 10, 2024

[#28] DeepMind finds better ways to compress data using small language models

Plus RAG for tables, suicide risk detection on social media, how chain-of-thought-prompting improves LLM reasoning

Chris Han
Chris Han
hallucinationshallucinations
+5+5
[#27] A new kind of neural net based on Fourier Transforms
Oct 07, 2024

[#27] A new kind of neural net based on Fourier Transforms

Plus Meta's new research, new techniques to mitigate hallucinations, and generating images from brainwaves

Chris Han
Chris Han
visionvision
+3+3
[#26] This method generates 3D renderings of clothes given a single image of fabric
Oct 03, 2024

[#26] This method generates 3D renderings of clothes given a single image of fabric

Plus AI trading agents, musical AI, and better code generation

Chris Han
Chris Han
visionvision
+4+4
[#23] Apple's HyperCloning: Training Using Small Models
Sep 23, 2024

[#23] Apple's HyperCloning: Training Using Small Models

Plus Amazon innovates on product translations, Anthropic releases Contextual Retrieval, Detecting deepfakes with smartphones, and RLHF can mislead humans

Chris Han
Chris Han
translationtranslation
+4+4
[#21] Nvidia releases new SOTA reranking model
Sep 16, 2024

[#21] Nvidia releases new SOTA reranking model

Plus Microsoft releases a model to simulate financial markets, Meta researchers release Source2Synth, an LLM that can predict stock prices, and Google finds a better way to translate long-text with LLMs

Chris Han
Chris Han
architecturearchitecture
+1+1
[#19] ScaleAI improves how LLMs generate code
Sep 09, 2024

[#19] ScaleAI improves how LLMs generate code

Plus predicting if a startup will be successful, how TikTok content can be moderated, low-light image enhancement, xAI, and a new 7B parameter model from AI2

Chris Han
Chris Han
agentsagents
+3+3
[#18] How to detect LLM-generated code
Sep 05, 2024

[#18] How to detect LLM-generated code

Plus PatentGPT can generate patents automatically, NVIDIA defends RAG vs long-context windows, facial recognition on pixelated images, and why AI agents perform poorly

Chris Han
Chris Han
architecturearchitecture
+2+2
[#17] Deepfake video detection
Sep 02, 2024

[#17] Deepfake video detection

Plus warships designed by AI, combating model collapse, and synthetic data with small LLMs

Chris Han
Chris Han
architecturearchitecture
+2+2
Issue #13: Amazon creates new RAG evaluation framework
Aug 19, 2024

Issue #13: Amazon creates new RAG evaluation framework

Plus automated scientific discovery, improving data quality, flexible and visual memory, predicting future events

Chris Han
Chris Han
security-compliancesecurity-compliance
+3+3
Issue #11: How Meta recommends short form videos
Aug 12, 2024

Issue #11: How Meta recommends short form videos

Plus Snowflake's Arctic-TILT LLM architecture, achieving better citations than ChatGPT, stopping adversarial AI attacks at the edge, and achieving better alignment with LLMs

Chris Han
Chris Han
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