Papers
12094 papers
ICLR2024
Towards Best Practices of Activation Patching in Language Models: Metrics and Methods
Summary pending...
language model interpretabilityinterpretabilitymechanistic interpretability
ICLR2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
Summary pending...
Table UnderstandingIn-context LearningLarge Language Model
ICLR2024
What does the Knowledge Neuron Thesis Have to do with Knowledge?
Summary pending...
language modelknowledge neuronmodel editing
ICLR2024
Revisiting Link Prediction: a data perspective
Summary pending...
Link Prediction;Graph Neural Network
ICLR2024
Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos
Summary pending...
3D visionNeRFsemantic understanding
ICLR2024
The Generative AI Paradox: “What It Can Create, It May Not Understand”
Summary pending...
LMslanguage modelsvision models
ICLR2024
On the Over-Memorization During Natural, Robust and Catastrophic Overfitting
Summary pending...
overfittingnatural overfittingrobust overfitting
ICLR2024
Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL
Summary pending...
Reinforcement learningadversarial policies
ICLR2024
Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
Summary pending...
Text-to-3D Creation3D Content EditingAttribute Mismatching
ICLR2024
Jointly Training Large Autoregressive Multimodal Models
Summary pending...
Large Multimodal Models; Joint Training; Interleaved Image-Text Generation; Autoregressive Models
ICLR2024
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
Summary pending...
Deep metric learningOpen-world visual recognitionThreshold consistency
ICLR2024
On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection
Summary pending...
Image to Image translationNoise robustnessf-divergence
ICLR2024
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data
Summary pending...
Neural Ordinary Differential EquationsNeural Stochastic Differential EquationsIrregular time series data
ICLR2024
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
Summary pending...
neural network optimizationprogressive sharpeningedge of stability
ICLR2024
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models
Summary pending...
Neural Network QuantizationModel CompressionGenerative Language Model
ICLR2024
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time
Summary pending...
Distribution ShiftTemporal Distribution Shift
ICLR2024
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
Summary pending...
Time seriesTransformerMulti-scale
ICLR2024
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
Summary pending...
Tabular dataDeep neural networksTabular representation learning