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Found 11 papers, 6 papers with code
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models
On text benchmarks, Core not only performs competitively to other frontier models on a set of well-established benchmarks (e. g. MMLU, GSM8K) but also outperforms GPT4-0613 on human evaluation.
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
This paper identifies the importance of being geometry-aware for semantic correspondence and reveals a limitation of the features of current foundation models under simple post-processing.
Ranked #1 on
Semantic correspondence
on PF-PASCAL
Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity
Deep reinforcement learning methods exhibit impressive performance on a range of tasks but still struggle on hard exploration tasks in large environments with sparse rewards.
Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building
Agents build and use a local map to predict their observations; high surprisal leads to a "fragmentation event" that truncates the local map.
SmartChoices: Augmenting Software with Learned Implementations
We are living in a golden age of machine learning.
Redeeming Intrinsic Rewards via Constrained Optimization
However, on easy exploration tasks, the agent gets distracted by intrinsic rewards and performs unnecessary exploration even when sufficient task (also called extrinsic) reward is available.
Using machine learning on new feature sets extracted from 3D models of broken animal bones to classify fragments according to break agent
Distinguishing agents of bone modification at paleoanthropological sites is at the root of much of the research directed at understanding early hominin exploitation of large animal resources and the effects those subsistence behaviors had on early hominin evolution.
GapPredict: A Language Model for Resolving Gaps in Draft Genome Assemblies
Short-read DNA sequencing instruments can yield over 1e+12 bases per run, typically composed of reads 150 bases long.
Small curvature concentration and Ricci flow smoothing
We show that a complete Ricci flow of bounded curvature which begins from a manifold with a Ricci lower bound, local entropy bound, and small local scale-invariant integral curvature control will have global point-wise curvature control at positive times.
Differential Geometry
The Yamabe flow on asymptotically flat manifolds
We study the Yamabe flow starting from an asymptotically flat manifold $(M^n, g_0)$.
Differential Geometry Analysis of PDEs 53C18, 53Exx
A Large Scale Speech Sentiment Corpus
We present a multimodal corpus for sentiment analysis based on the existing Switchboard-1 Telephone Speech Corpus released by the Linguistic Data Consortium.
