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Compositional Learning Journal Club at RIML Lab 🔥

We are pleased to announce the establishment of a new research group within RIML Lab, dedicated to the study and advancement of Compositional Learning.

Compositional learning is inspired by the inherent human ability to comprehend and generate complex ideas from simpler concepts. By enabling the recombination of learned components, compositional learning enhances a machine's ability to generalize to out-of-distribution samples encountered in real-world scenarios. This characteristic has spurred vibrant research in areas such as object-centric learning, compositional generalization, and compositional reasoning, with wide-ranging applications across various tasks, including controllable text generation, factual knowledge reasoning, image captioning, text-to-image generation, visual reasoning, speech processing, and reinforcement learning.

To promote collaboration and the exchange of knowledge, we are launching a weekly Journal Club. These sessions will be held every Sunday from 3:30 PM to 5:00 PM, where we will engage in discussions on the latest research papers and significant advancements in Compositional Learning.

For updates and additional information, please visit our blog: complearnjc.github.io.

For in-person communication, you may contact us via Telegram at @amirkasaei and @arashmarioriyad.

We look forward to your participation.

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4.5K viewsArash Marioriyad, Aug 29, 2024 at 18:26

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Create: 2024-08-29
Last Update: 2025-06-25 07:26:28

Compositional Learning Journal Club at RIML Lab 🔥

We are pleased to announce the establishment of a new research group within RIML Lab, dedicated to the study and advancement of Compositional Learning.

Compositional learning is inspired by the inherent human ability to comprehend and generate complex ideas from simpler concepts. By enabling the recombination of learned components, compositional learning enhances a machine's ability to generalize to out-of-distribution samples encountered in real-world scenarios. This characteristic has spurred vibrant research in areas such as object-centric learning, compositional generalization, and compositional reasoning, with wide-ranging applications across various tasks, including controllable text generation, factual knowledge reasoning, image captioning, text-to-image generation, visual reasoning, speech processing, and reinforcement learning.

To promote collaboration and the exchange of knowledge, we are launching a weekly Journal Club. These sessions will be held every Sunday from 3:30 PM to 5:00 PM, where we will engage in discussions on the latest research papers and significant advancements in Compositional Learning.

For updates and additional information, please visit our blog: complearnjc.github.io.

For in-person communication, you may contact us via Telegram at @amirkasaei and @arashmarioriyad.

We look forward to your participation.

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Date: 2025-06-25| RIML Lab

Telegram has exploded as a hub for cybercriminals looking to buy, sell and share stolen data and hacking tools, new research shows, as the messaging app emerges as an alternative to the dark web.An investigation by cyber intelligence group Cyberint, together with the Financial Times, found a ballooning network of hackers sharing data leaks on the popular messaging platform, sometimes in channels with tens of thousands of subscribers, lured by its ease of use and light-touch moderation.

Spiking bond yields driving sharp losses in tech stocks

A spike in interest rates since the start of the year has accelerated a rotation out of high-growth technology stocks and into value stocks poised to benefit from a reopening of the economy. The Nasdaq has fallen more than 10% over the past month as the Dow has soared to record highs, with a spike in the 10-year US Treasury yield acting as the main catalyst. It recently surged to a cycle high of more than 1.60% after starting the year below 1%. But according to Jim Paulsen, the Leuthold Group's chief investment strategist, rising interest rates do not represent a long-term threat to the stock market. Paulsen expects the 10-year yield to cross 2% by the end of the year. A spike in interest rates and its impact on the stock market depends on the economic backdrop, according to Paulsen. Rising interest rates amid a strengthening economy "may prove no challenge at all for stocks," Paulsen said.

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