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 101–150 of 158 papers

TitleStatusHype
Meta-Learning by Hallucinating Useful Examples—0
Meta-Learning to Detect Rare Objects—0
Towards A Litmus Test for Common Sense—0
A Survey on Energy Optimization Techniques in UAV-Based Cellular Networks: From Conventional to Machine Learning Approaches—0
A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting—0
Neuro-Symbolic Concepts—0
Characterizing an Analogical Concept Memory for Architectures Implementing the Common Model of Cognition—0
Open Ad-hoc Categorization with Contextualized Feature Learning—0
Open-Set Representation Learning through Combinatorial Embedding—0
Open-vocabulary object 6D pose estimation—0
Can Machines Design? An Artificial General Intelligence Approach—0
CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning—0
Beyond the Bid-Ask: Strategic Insights into Spread Prediction and the Global Mid-Price Phenomenon—0
Privacy-Enabled Biometric Search—0
Prototype Recalls for Continual Learning—0
25 years of criticality in neuroscience -- established results, open controversies, novel concepts—0
Reaction Network Analysis of Metabolic Insulin Signaling—0
Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence—0
Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems—0
A Robust, Efficient Predictive Safety Filter—0
Rockafellian Relaxation and Stochastic Optimization under Perturbations—0
Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs—0
Benchmarking the human brain against computational architectures—0
Automating string processing in spreadsheets using input-output examples—0
Schema Independent Relational Learning—0
SECURE: Semantics-aware Embodied Conversation under Unawareness for Lifelong Robot Learning—0
Sequential Local Learning for Latent Graphical Models—0
Zero-Shot Learning by Generating Pseudo Feature Representations—0
Situational Grounding within Multimodal Simulations—0
Weakly Supervised Open-Vocabulary Object Detection—0
Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts—0
Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting—0
Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications—0
Statistical QoS Provisioning Analysis and Performance Optimization in xURLLC-enabled Massive MU-MIMO Networks: A Stochastic Network Calculus Perspective—0
Strategy Synthesis in Markov Decision Processes Under Limited Sampling Access—0
Structure Matters: Towards Generating Transferable Adversarial Images—0
What happens when generative AI models train recursively on each others' generated outputs?—0
Surprisal Driven k-NN for Robust and Interpretable Nonparametric Learning—0
Word reuse and combination support efficient communication of emerging concepts—0
Analogical Concept Memory for Architectures Implementing the Common Model of Cognition—0
Discovering Latent Concepts Learned in BERT—0
DreamArtist++: Controllable One-Shot Text-to-Image Generation via Positive-Negative Adapter—0
Direct and indirect transactions and requirements—0
DRPT: Disentangled and Recurrent Prompt Tuning for Compositional Zero-Shot Learning—0
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition—0
Dialog Policy Learning for Joint Clarification and Active Learning Queries—0
Diagnosing and Remedying Shot Sensitivity with Cosine Few-Shot Learners—0
Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications—0
A Closer Look at Rehearsal-Free Continual Learning—0
Enhancing Balanced Graph Edge Partition with Effective Local Search—0
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