SOTAVerified

Novel Concepts

Measures the ability of models to uncover an underlying concept that unites several ostensibly disparate entities, which hopefully would not co-occur frequently. This provides a limited test of a model's ability to creatively construct the necessary abstraction to make sense of a situation that it cannot have memorized in training.

Source: BIG-bench

Papers

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Showing 26–50 of 158 papers

TitleStatusHype
FastBO: Fast HPO and NAS with Adaptive Fidelity Identification—0
Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing CommunityCode3
Assessing the Variety of a Concept Space Using an Unbiased Estimate of Rao's Quadratic Index—0
The Price of Cognition and Replicator Equations in Parallel Neural Networks—0
Flexible image analysis for law enforcement agencies with deep neural networks to determine: where, who and what—0
Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective—0
Beyond the Bid-Ask: Strategic Insights into Spread Prediction and the Global Mid-Price Phenomenon—0
Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts—0
Hyperbolic Learning with Synthetic Captions for Open-World Detection—0
Is CLIP the main roadblock for fine-grained open-world perception?Code2
Attention Calibration for Disentangled Text-to-Image PersonalizationCode2
Coherent Temporal Synthesis for Incremental Action Segmentation—0
A Language Model's Guide Through Latent SpaceCode1
Theoretical and Empirical Analysis of Adaptive Entry Point Selection for Graph-based Approximate Nearest Neighbor Search—0
BOWLL: A Deceptively Simple Open World Lifelong LearnerCode0
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition—0
Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently—0
Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster MemoryCode1
Interactive Visual Task Learning for Robots—0
Weakly Supervised Open-Vocabulary Object Detection—0
Toward enriched Cognitive Learning with XAI—0
Language-Informed Visual Concept LearningCode1
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary ConstraintsCode2
Open-vocabulary object 6D pose estimation—0
DreamCreature: Crafting Photorealistic Virtual Creatures from ImaginationCode1
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