36 citations · 240 across the 46 of their papers we have counts for
5 papers · 1 filter
Active Learning-Based Species Range Estimation
Christian Lange, Elijah Cole, Grant Van Horn +1
We propose a new active learning approach for efficiently estimating the geographic range of a species from a limited number of on the ground observations. We model the range of an…
Spatial Implicit Neural Representations for Global-Scale Species Mapping
Elijah Cole, Grant Van Horn, Christian Lange +5
Estimating the geographical range of a species from sparse observations is a challenging and important geospatial prediction problem. Given a set of locations where a species has b…
Self-Supervised Multimodal Learning: A Survey
Yongshuo Zong, Oisin Mac Aodha, Timothy Hospedales
Multimodal learning, which aims to understand and analyze information from multiple modalities, has achieved substantial progress in the supervised regime in recent years. However,…
Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners
Yuxin Chen, Adish Singla, Oisin Mac Aodha +2
In real-world applications of education, an effective teacher adaptively chooses the next example to teach based on the learner's current state. However, most existing work in algo…
Context Embedding Networks
Kun Ho Kim, Oisin Mac Aodha, Pietro Perona
Low dimensional embeddings that capture the main variations of interest in collections of data are important for many applications. One way to construct these embeddings is to acqu…