Fall 2024 Schedule
Our journal club meets every Wednesday to discuss the latest research in artificial intelligence and its applications. Here’s our schedule for the Fall 2024 semester:
| Date | Papers | Presenter | Slides |
|---|---|---|---|
| September 11, 2024 | 1. Language models are few-shot learners (Brown et al., 2020) 2. Chain-of-thought prompting elicits reasoning in large language models (Wei et al., 2022) 3. Language is not all you need: Aligning perception with language models (Huang et al., 2023) 4. Promptmrg: Diagnosis-driven prompts for medical report generation (Jin et al., 2024) |
Lucy - - Saurav |
Slides Slides Slides Slides |
| September 18, 2024 | 1. ProtNLM: Model-based Natural Language Protein Annotation (Gane et al., 2022) 2. The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling (Cornman et al., 2024) |
Cody - |
Slides Slides |
| September 25, 2024 | 1. CLIP: Learning Transferable Visual Models From Natural Language Supervision (Radford et al., 2021) 2. Flamingo: a Visual Language Model for Few-Shot Learning (Alayrac et al., 2022) |
Parisa - |
Slides Slides |
| October 2, 2024 | 1. Evaluation and mitigation of the limitations of large language models in clinical decision-making (Hager et al., 2024) 2. Mavil: Masked audio-video learners (Huang et al., 2024) |
Amir Amir |
- - |
| October 9, 2024 | 1. Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks (Zarif Hossain & Imteaj, 2024) 2. Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate (Kim et al., 2024) 3. Improving factuality and reasoning in language models through multiagent debate (Du et al., 2023) |
Hayden Lucy Lucy |
- - - |
| October 16, 2024 | 1. Semantic reconstruction of continuous language from non-invasive brain recordings (Tang et al., 2023) 2. Brain encoding models based on multimodal transformers can transfer across language and vision (Tang et al., 2024) |
Saurabh Saurabh |
- - |
| October 23, 2024 | 1. Large language models encode clinical knowledge (Singhal et al.) 2. Large Language Models as Code Executors: An Exploratory Study (Lyu et al.) |
Mohamed Mohamed |
- - |
| October 30, 2024 | AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments (Schmidgall et al., 2024) | Biraaj | - |
| November 6, 2024 | 1. A pathology foundation model for cancer diagnosis and prognosis prediction (Wang et al., 2024) | TBD | - |
| November 13, 2024 | 1. CancerLLM: A Large Language Model in Cancer Domain (Li et al., 2024) 2. OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA) (Jia et al., 2024) |
Amir - |
- - |
| November 20, 2024 | TBD | TBD | - |
| November 27, 2024 | Thanksgiving Break | No Meeting | - |
| December 4, 2024 | Semester Wrap-up and Future Directions | All Members | - |
Please check back regularly for updates on topics and presenters.